SlideShare ist ein Scribd-Unternehmen logo
1 von 36
Downloaden Sie, um offline zu lesen
www.datamine.gr
Contents
Competition Analysis System	               3
CAS At a Glance	                           4
Typical Business Scenarios Served	7
Intelligent Adaptive Customer Handling	    9
CAS Impact & Benefits	                    10
Assessing Customers	                      13
Negotiating with Customers	               14
Recommendation Engine	                    17
Business Applications	                    18
Product Architecture	                     20
Key Components	                           23
Segment Designer	                         24
Discount Manager	                         25
Analytics Studio	                         26
Social Network Analysis	                  27
The Tariff Advisor	                       28
Simulation & What-If	                     29
Analytics & Modeling Services	            31
About datamine	                           32
4




    “   A major advance of the typical
        telecom IT infrastructure providing
        invaluable information at any level,



                                               ”
        from representatives to senior staff
                                                   CAS
3

                                Competition Analysis System
                                An interactive environment for customer analysis,
                                tariff development, CRM strategies and more



                                CAS enables modern telecoms organization to:
                              •	 Monitor & Analyze Competition
                              	 Compare the complete market (competitor tariffs) against your actual usage data
                              •	 Empower Product Development
                              	 Create & Manage tariffs. Evaluate on actual usage data. Build Business cases
                              •	 Optimize & Automate Tariff Recommendations
                              	 Load-balance tariff offerings depending on customer value. Measure & Analyze results
                              •	 Perform Efficient Tariff Negotiations @ POS
                              	 Provide agents a ‘negotiation framework’ for a stepwise, cost-controlled offering scenario
                              •	 Execute Aggressive Customer Acquisition Campaigns
                              	 Provide agents a statistics-driven ‘negotiation framework’ for candidate customers
                              •	 Deliver Online Personalized Recommendations
                              	 Your customers browse personalized tariff offerings online and/or through smart phones
                              •	 Gather Customer Feedback
                              	 Systematically collect, analyze and report offering-related customer feedback



                                CAS mid-term benefits
                              •	 Empowered Competitiveness

                              •	 Higher levels of Customer Satisfaction & Loyalty

                              •	 Increased Sales & Customer Acquisition Rates

                              •	 Enhanced Decision Support Framework

Competition Analysis System
4

       CAS At a Glance
       A powerful customer analytics framework,
       specialized for telecom operators
       Datamine’s Competition Analysis System (CAS) is a sophisticated platform enabling tariff modeling,
       advanced customer insight, interactive tariff recommendation logic design and more. Based on a highly
       engineered data processing and visualization platform, CAS empowers processes in the domains of
       Analytical CRM, customer handling, product development and data-driven decision making in general.
       CAS can be best conceived as:

    •	 An interactive tariff development & evaluation framework …
    	 ... enabling quick definition of new tariffs, validation and analysis against actual usage

    •	 A powerful Customer Interaction framework …
    	 ... automating and optimizing tariff recommendations, according to strict business rules

    •	 A sophisticated Customer Analytics platform …
    	 ... enabling customer, billing & usage analysis along with tariff suitability measures


       Either designing your customer retention strategy, developing a new pricing policy, assessing tariff
       performance against competition or building business cases to support candidate products, CAS will
       give you robust answers, ideas and hints through a single click sequence.




                                                                                                               “   Virtual markets: competitors,
                                                                                                                   tariffs, traffic & customer data
                                                                                                                   in a fully controlled, powerful


                                                                                                                                                      ”
                                                                                                                   and user-friendly environment
                                                                                                                                                          CAS
5




                                                                                        Top management
                                                                                        Decision support information, KPIs,
                                                                                        customer base dynamics, tariff
                                                                        Agents          performance
                                         Deal Negotiation Framework, set of
                                       tariffs with loss/gain figures, priorities
                                             and hints, for optimal, interactive
                                                negotiation with the customer


                                                                                                                              Product development managers
                                                                                                                              What if scenarios, candidate tariffs
                                                                                                                              assessments, traffic profile analysis,
                                                                                                                              tariff transition patterns




                                                                                                 CAS
                                              Potential customer
                              Accurate Recommendations based
                              on traffic patterns/bill presented by
                                           the candidate customer


                                                                                                                              Customer base managers
                                                                                                                              Segmentation analysis, definition of
                                                                                                                              policies & corporate strategies



                                                               Existing customer
                                              Personalized tariff offerings, suitably
                                               balancing costs with expected gain          Campaign managers
                                                                                           Accurate target Groups, enriched with
                                                                                           optimization information




www.datamine.gr
Competition Analysis System
6




    CAS
7

        Typical business scenarios served,
        optimized and/or automated through CAS
        CAS answers critical business questions, involving both day-to-day issues and
        corporate-level decision-making
        Handle inbound tariff related customer requests through any channel, with managed costs and standard communication
        framework: negotiate with the customer depending on customer value, specific corporate goals, tariff promotion logic

        Design powerful outbound campaigns offering a better tariff proposal for each eligible customer through personalized
        messaging and accurate savings estimations

        Monitor the market, perform competition assessment studies, evaluate competitor offerings against actual customer data
        (single customer, sample or the entire customer base)

        Perform customer base analysis with tariff suitability perspective: derive distance metrics for each customer within the
        exact eligible tariff space. Share tariff analytics across the enterprise through sophisticated reporting

        Model tariff analytics and suitability metrics against loyalty/ churn, customer satisfaction.
        Feed corporate information systems with customer analytics and traffic patterns

        Support product development activities through interactive business scenarios development,
        what-if studies, financial impact analysis




Competition Analysis System
customer insights
 8




profitability
analytics
competitiveness
loyalty
decisions     Tariff
         assessment
                       Tariff modeling
                        & optimization
                                         Customer handling
                                                strategies
                                                             Competitive
                                                             advantages




predictions
strategies                                                                 CAS
9

        Intelligent Adaptive Customer Handling
        Sophisticated tariff modeling, customer negotiation tools, analytics: the roadmap
        to competitiveness




        Tariff modeler                        Customer negotiator                Recommendation                        Pricing insight                     Customer
        & billing                             framework                          engine                                & analytics                         & analytics
        Markets, product                      Advanced tools dealing with        Automatic, fully managed              Sophisticated tariff                Powerful components for
        catalogues, billing analytics         customers real time                tariff proposal system                performance assessment              managing customer base
        CAS hosts in its powerful             Agents can now efficiently deal,   A self-service component of           CAS offers Business analysts a      Customer base analysis
        database complete                     through enabled channels,          CAS, launched through your            wide range of advanced analytics    tools, segment creation and
        telecommunication markets             with any existing customer         corporate-sitemyAccount              on tariff performance – both for    management components,
        (operators, tariffs, networks         within the negotiation space       section or via smart phone            existing tariffs or hypothetical    profiling & reporting, all available
        and network elements). The            generated by CAS: this is a        mini-application. Upon                ones. Simulation components         to the business user with a
        underlying, high performance          ‘safe’ (cost- controlled) space,   login, your customer receives         allow the development of            click of a button. Hundreds
        CAS Billing Engine generates          as the outcome of corporate        proposals, triggers or tariff         hypothetical scenarios for          of attributes on customer,
        tariff comparative data against       policies and active business       –related messages, all satisfying     candidate tariffs and their         subscriber, invoice or traffic –
        any actual customer for any set       rules executed for each specific   certain business rules, cost          impact in your customer base        level can be easily combined in
        of tariffs in fractions of seconds,   customer. Loss estimations/        or other constraints. Your            or financial performance.           an interactive fashion, in order
        providing an outstanding user         gain for each allowed proposal     customers enjoy highly-targeted,      Monitoring and analysis             to build advanced, accurate
        experience in tariff development,     strengthens agent’s position       personalised offerings, while         provides access to actual tariff    target group structures, enabling
        assessment and competition            and ensures corporate strategy.    you retain full control over any      performance figures versus          segmentation or decisioning
        browsing.                             Closing the loop, customer         associated costs, goals, priorities   critical metrics such as churn      (proposal eligibility) schemes.
                                              feedback can be easily captured    and corporate strategies.             rates, revenue and profitability.
                                              into CAS.

www.datamine.gr
10

     CAS Impact & Benefits
     CAS has a major impact on critical customer-related processes and decision-making practices within the modern telecom operator: activities referring to customer lifetime value, loyalty/
     churn management, customer satisfaction and other CRM-related initiatives significantly benefit from direct or indirect integration with CAS, it’s functionality and regular output such as
     enhanced KPIs, improved applications like micro-segmentation, predictive models, churn analysis and similar.




                                Market Overview                                   Business Cases                                   Loyal, Satisfied
                                & Analytics                                       New capabilities on the compilation              Customers
                                                                                  of what-ifs, business case/studies,
                                Tariff comparison, analytics &                                                                     Τhrough interactive, sophisticated
                                                                                  decision support on products,
                                performance data, market overview                                                                  customer handling strategies,
                                                                                  strategies, offerings, customized
                                and positioning against competitors,                                                               with optimized offering based on
                                all available immediately after                   discounts                                        customer’s profile, optimal timing,
                                installation                                                                                       corporate targets and priorities




     Installation (t0)                                                                                                                                                        t0 + 6 months
                                                                       Analytics & BI                                   Better Tariffs,
                                                                       Significant enhancement of the                   Market Positioning
                                                                       typical telecom Business Intelligence
                                                                                                                        Through efficient, interactive
                                                                       infrastructure. Tariff Analytics,
                                                                                                                        product development processes
                                                                       performance indicators, advanced
                                                                                                                        along with advanced customer
                                                                       traffic pattern analysis have re-
                                                                                                                        targeting. Innovative tariffs, with
                  CAS                                                  defined the use of analytics within
                                                                                                                        measurable performance leading
                                                                       the corporation
                                                                                                                        to better market positioning and
                                                                                                                        competitiveness




     Next Best Activity, Best Tariff Advise and customer lifecycle modeling - are all excellent examples of CAS positive impact in understanding the market, your offering, competitors as well
     as each single customer. Systematic tariff plan suitability and performance figures along with Social Network metrics, Customer’s Network Value and Traffic Patterns establishes a major,
     enterprise-wide, information enrichment process.

                                                                                                                                                                                                   CAS
11




                                      Customer Base Growth
                                              Customer Handling Strategies
                                   CRM Effectiveness
                                               Competitiveness
                              Customer Satisfaction
                                  Optimized Offerings, Revenue Control
                                                             Churn Management
                                 Customer Intelligence
                                                       Market Intelligence



Competition Analysis System
12




     ““
     Understand your customers;
          Understand your customers;
     analyze your own pricing models
          analyze your own pricing


                        ” ”
     against competition competition
          models against




                                       CAS
13

          Assessing
          Customers
          Innovative customer assessment tools
          through powerful analytics components
          Rich interactive user interfaces along with powerful
          analytical options enable instant, multidimensional
          analysis of tariffs against any single subscriber.

          With a click of a button you get tabular data or
          interactive visualizers on:

     •	 Tariff suitability for the subscriber

     •	 The best owned or market offering for the customer

     •	 The recommended (via business rules) tariff
     	 transition for the customer (along with impact figures)

     •	 The distribution of all eligible tariffs against their
     	 monetary distance from current

     •	   A wide range of configurable statistics including
     	    ARPU, AMOU, SNA metrics, Tariff assessment results,
     	    expected figures, all versus baselines, segment
     	    memberships and trends




www.datamine.gr
Competition Analysis System
14

     Negotiating with Customers
     Optimized customer handling, effective customer acquisition




     CAS enables efficient, optimized in-store customer
     negotiation: your agent submits subscriber’s MSISDN
     and receives a personalized negotiation space, enriched
     with cost/ benefit information, traffic patterns, hints
     and supportive information. Subscriber’s response
     can be captured during the negotiation process,
     leading to a rich, invaluable corporate-subscriber
     interaction history.




                         Customer’s request                                    Forward to CAS
                         Any type of related request such                      Agent simply submits the MSISDN or
                         as tariff inquiry, bill complaint,                    other customer identifier, along with a
                         tariff change advice, portability                     classification of customer’s request




     Existing customer                                                 Agent
                                                                                                                             CAS
                                                 Optimal proposal                             Set of suitable proposals
                                The most appropriate proposal for                 CAS applies all the complex business
                                the specific customer, according to                 rules on customer’s financial, traffic
                                  active business policies, suitably            and re-rating information and compiles
                                     communicated and supported                     a set of proposals, providing certain
                                                                               benefits to the customer, while balancing
                                                                                                         corporate costs



                                                                                                                                   CAS
15




                                                                                                                “               Aggressive campaigns, strong
                                                                                                                                quantitative arguments, outstanding



                                                                                                                                                          ”
                                                                                                                                customer acquisition rates
         For potential customers, where no traffic information/
         invoice history is accessible, CAS utilizes a powerful
         billing approximation engine: a pattern-based estimator
         of tariff proposals for a candidate customer. The only
         input in this case is the traffic pattern as provided by the
         candidate customer, verbally or through demonstration
         of a copy of a recent invoice from current operator.




                              Potential customer’s inquiry                         Forward to CAS
                              Candidate customer submits a                         Agent simply submits traffic statistics,
                              recent bill or describes his/her                     as found on customer’s bill, along with
                              owned traffic pattern                                a classification of customer’s request




      Potential customer                                                   Agent
                                                                                                                                        CAS
                                        Present proposal, negotiate                                     Get negotiation set
                              The most appropriate tariff proposal for                 CAS applies all the complex business
                                 the candidate customer, according to                 rules on customer’s traffic pattern and
                              active business policies, suitably packed              generates a set of proposals, providing
                              and communicated. Interaction with the                 certain benefits to the customer, while
                               negotiation set, for a different proposal                            meeting sales priorities
                                     according to customer’s feedback



Competition Analysis System
16




     “   … accurate answers to challenging
         business questions through
         simple, interactive scenarios


                                         ”
         against terabytes of complex data

                                             CAS

                                                   CAS
17

         Recommendation
         Engine
         Enable automatic, personalized,                                                                                           Navigate recommendations
                                                                                                                                   Customer can explore recommendations,
         fully managed tariff proposals for                                                                                        review, dismiss or rate specific items,
                                                                                                                                   trigger tariff change procedure or ask for
         qualifying customers                                                                                                      more information

         A self-service component of CAS, launched through                              Existing customer
         your corporate web-site under ‘My Account’ section
         or via smart phone mini-application. Upon login, your
         customer receives proposals, triggers or tariff –related
                                                                                                                                                                                Get recommendations
         messages, all satisfying certain business rules and                                                                                                                    CAS applies all the complex business
         constraints. Your customers enjoy                                                                                                                                      rules on customer’s traffic pattern
                                                                                                                                                                                and generates a set of well prepared
         highly-targeted, personalised offerings, while you retain
                                                                               Customer login info                                                                              proposals, in the form of promotional
         full control over any associated costs, goals               Customer logins to myAccount                                    HTTP://                                    messages, hyperlinks , mini-adds, or
         and corporate strategies.                                    section of your corporate web                                                                             in a structured, bill-like presentation of
                                                                                                                              Your Portal / myAccount
                                                                        portal. The system retrieves                                                                            the alternatives
         The logic behind this automated proposal is fully             customer profile and related
                                                                                         information
         managed by business rules and constraints ensuring
         minimization of any involved costs, and also a
         progressive nature in communicating the proposed
         tariffs to the customer.

         The presentation type/style, feedback capabilities
         and attached actions are all managed through
                                                                                                                Request recommendations
         CAS recommendation engine. Analytics, reporting                                           Login event triggers automatic customer
         and performance assessment closes the loop for this                                                 assessment through CAS Tariff
         intelligent customer communication component.                                         Recommendation Engine, which applies all
                                                                                                available corporate policies, and serves your
                                                                                             customer with a set of highly personalized, well                                             CAS
                                                                                                                      studied tariff proposals




www.datamine.gr
Competition Analysis System
18

     Business Applications
     CAS generates multiple, measurable results in several dimensions. The value of
     information generated, brings a major impact on both micro and macro decision making
     processes of the modern telecom: optimum customer handling, increased customer
     satisfaction level, competitive market positioning along with controlled costs.




     Anti–attrition +                                           Data modeling +                                             Sales support
     ‘Save’ processes significantly benefit from CAS            CAS supports the need to study the customer base            The system can facilitate the design of specific
     comparative information: cancellation/port-out             with the tariff suitability/ performance perspective        scenarios based on actual or simulated traffic data,
     requests, tariff plan change inquiries or even             through two major options: (A) use CAS reporting            for sales activities. Particularly useful for corporate
     bill-related complaints, are best handled by a             tools, parameterize, fine-tune and export sample of         (business) account presales or retention activities: sales
     CAS-connected agent: CAS decision support                  customers or segments for further modeling and (B)          professionals demonstrate the performance of the
     components combine analytical tariff model                 export raw customer data (best-tariff set of metrics)       selected tariff models, against a complex, well-studied,
     comparison output with standard customer’s data            for a specified customer subset and load to existing        realistic (actual or artificial) traffic dataset that clearly
     (traffic profiling, trends, demographics, segmentation     analysis applications available (such as data mining or     promotes the advantages of these tariffs.
     and more), execute the predefined business logic and       reporting tools) in order to take advantage of additional
     finally generate the Tariff Negotiation frame: this is a   customer attributes and metadata.
     ‘safe’ space providing agents the flexibility to propose
     alternatives to customers according to corporate
     policies and business constraints.

                                                                                                                                                                                            CAS
19




         Tariff development
         CAS supports the definition of candidate tariff models
         (either from scratch or as a variation of an existing-
         production model) and the repetitive execution against
         either virtual CDR packages or against any specific
         segment of customers found in the customer base.
         This functionality can significantly improve product
         development processes. In certain cases the system
         can reveal market opportunities for innovative models
         through systematic what-if analysis.




Competition Analysis System
20

       Product Architecture
        CAS has been designed with a modular, component-based approach, in order to meet high performance, scalability and
        portability requirements.

        CAS.Studio follows the ‘smart client’ architecture which combines advantages such as full web connectivity and rich,
        windows graphical user interfaces. CAS.Advisor is packed as a web application available through intranet, for massive
        use through POS.

        CAS Rating and Billing engine provides outstanding flexibility and performance: sophisticated in-memory processing
        models enable interactive billing scenarios and tariff comparison data. CAS core Billing Engine components support:

     •	 Scaling on both period and within call aggregations            •	 By-Reference tariff definition, version control, full tariff
                                                                       	 lifecycle tracking
     •	 Bundle packages in several units of measurement
                                                                       •	 Embedded random sampling algorithms enabling
     •	 Bundle carry-over and shared bundles
                                                                       	 full, random, ad-hoc or segment-driven billing
     •	 Dual billing alignment mode
                                                                       •	 The Chooser Concept, depicting the cheapest tariff
     	 (billing/calendar period arrangement)
                                                                       	 from a predefined set, for each customer, for every
     •	 Selected numbers concept, with automatic                       	 given month
     	 estimation of customer’s choices

        A subset of ‘CAS.WS – Communication layer’ is marked as public – available throughout the enterprise for custom
        application development. This provides a great flexibility in answering special application integration needs, client
        application development or support of quality assurance procedures.

        CAS ETL layer consists of a set of robust components capable of systematically gathering, loading and processing large
        volumes of customer related data. With the fully customizable ‘External Adaptor’, CAS can handle any input scenario
        (historical files, deltas, database integration, FTP-based file gathering) with embedded, advanced data validation logic.
        Specialized reporting and alerting components ensure sufficient administrative information flow.

        Integration components and specialized interfaces ensure effective communication with external systems (such as CRM,
        the Billing system or the data warehouse) either to collect information or to publish execution results.




                                                                                                                                         CAS
21
                                                                    CAS Studio                       CAS Advisor (R)                      CAS Advisor (P)              Custom Apps




                                       CAS Presentation
                                                                 Tariff admin, Policies,              Rating-Based Tariff                  Profile-based Tariff          Mobile apps
                                                               Reporting for experienced              Advisor for existing             advisor for existing or new          Portal
                                                                power users, Business                customers. Based on               customers (on computed/           My Account
                                                                   analysts, Product                exact rating and billing            declared traffic pattern)
                                                                                                                                                                        Intranet apps
                                                                        managers                          processing




                                       CAS WS
                                                                           Core Web services                                   Public Web services




                                                                         CAS Core components                                   Business Case Builder
                                       CAS Server Components




                                                                       Traffic Simulation Engine                                 Analytics Studio


                                                                        Online Recommendation                                  Discount Management


                                                                    SNA - Social Network Analysis                                 CAS Connector




                                                                                CAS ETL
              Corporate Data sources




                                                                            External Adaptor                                         CAS DB
                                       CAS Data Management




                                                                        Transformation Manager                                     CAS.Synchro
                                                                                                                                                                         Core module
                                                                                                                                                                     Optional module
                                                                                                                                                                     External element
                                                                              CAS Adaptor                                         CAS Staging DB
                                                                                                                                                                         Data storage

www.datamine.gr
22




     “   A powerful platform providing
         ad-hoc and systematic billing
         execution: continuous evaluation
         of business scenarios on pricing
         policies and their impact to the


                        ”
         customer base
                                            CAS
23

         Key Components
         CAS architecture enables a component-based synthesis of the solution matching your
         exact business needs. Flexible APIs and integration points ensure rapid deployment and
         further application development


         Market Manager                                                Traffic Generator                                            Import & Export Wizards
         One of the core modules, Market Manager provides              The CDR generator wizard provides advanced                   Easy to use, wizard-like components for flexible data
         advanced functionality for creating, managing,                simulation capabilities for generating packages of CDRs      import or export (customers, segments, contracts,
         monitoring and analyzing markets.                             according to user-defined shape. The system allows           traffic and more), featuring embedded random sampling
                                                                       naming, storing and administering the CDR set, as well       tools for further managing volume of data to process.
                                                                       as analyzing its synthesis through specialized reports.
         Tariff Plan ‘Configurator’                                    This provides significant flexibility to the analyst by
         Sensitivity analysis, parameterization and                    making it possible to prepare certain sets of named
         benchmarking of tariff models, for testing and product        and fully understandable CDR packages to be used as a        Analyzer – Standard Reporting
         development purposes: provided a fixed, well defined,         standard input for quick tariff assessment.                  Specialized, predefined reporting including powerful
         traffic data set, Tariff Plan ‘Configurator’ enables                                                                       reports such as the ‘Market summary’ (a quick
         estimating the change in volume and revenue figures                                                                        evaluation of all operators and tariff plans within the
         followed by a change in parameters of the tariff plan.                                                                     selected market and based on the predefined traffic data
                                                                       Tariff Manager                                               set), the ‘Tariff performance per segment’ (standardized
                                                                       Provides sophisticated tariff plan administration tools,     Tariff analysis applied against specific, predefined
         Rating Engine                                                 including tariff loader, tariff builder, tariff validator,   segments of customers) and the ‘Tariff transition
         CAS high-performance, in-memory Rating Engine                 specialized viewers and analyzers. It is based on            impact’ (Transition matrix per segment of customers,
         supports both interactive and batch rating and billing.       data-driven intelligent Graphical User Interfaces            presenting the total cost (benefit) for the company
         This is a fully parameterized engine with several options     enabling non-specialist to easily create and use             (customer)). CAS provides standard export utilities (MS
         regarding I/O available to any valid tariff plan (actual or   complex tariff plans (ensuring consistency through           Office, PDF, XML) for all the reports.
         hypothetical one) against any traffic data set (actual or     automatic, statistics-based user’s entry validation).
         simulated).                                                   Tariff workflow enforces certain business rules towards
                                                                       the release of a tariff to POS level. Provided an active
                                                                       subscription to datamine’s tariff provisioning service,
                                                                       CAS Tariff Connector enables online, systematic and
                                                                       unattended tariff database synchronization (through
                                                                       web connectivity).

Competition Analysis System
24

     Segment Designer
     Segmentation scheme development, automatic profiling, export mechanisms
     featuring random sampling techniques
     Innovative tools for creating, maintaining and analyzing customer segments, policies (business rule packages) and
     decisioning configuration. Segment Designer makes segment-related processes efficient and more interactive. Simplifies
     the complexity of rule definition through a powerful graphical user interface offering instant generation of statistics and
     previews of customers-members of the segment, immediate segment profile analysis, along with user-defined
     random sampling on the resulting customer set. A new, marketing-friendly approach for the campaign target group
     definition process.




                                                                                                                                   CAS
25

         Discount Manager
         Offer personalized discounts, monitor and
         analyze impact
         CAS enables interactive discount scheme definition,
         analysis and management. Business users can create
         flexible discount schemes, evaluate costs and expected
         outcomes under certain hypotheses, and assign each
         scheme to a specific customer, group of customers,
         segment or tariff. Specialized performance assessment
         reports along with KPIs for analyzing the impact of
         discount models regarding customer base health, are
         embedded in this component.




                                                                  “   … loyalty and customer satisfaction
                                                                      through intelligent, highly


                                                                                                    ”
                                                                      personalized discount models

www.datamine.gr
Competition Analysis System
26

     Analytics Studio
     A sophisticated, interactive reporting environment featuring modern
     Business Intelligence tools
     Enables powerful, historical analysis of your customer base against any commercially available tariff offered in the
     market. Specialized metrics such as distance from the next or best eligible tariff for each specific subscriber enable
     definition of intelligent pricing & customer handling strategies.

     Advanced multidimensional reporting against tariff performance data - a sophisticated data analysis and presentation
     layer, offering access to cubes, dashboards and data mining modeling outcome.

     Advanced CDR modeling (featuring traffic patterns, price analytics) can be offered as additional, tailor-made packages,
     focusing in churn modeling/ prediction, campaign optimization, customer satisfaction and propensity to buy
     modeling.

     External Business Intelligence applications benefit through CAS.OLAP data objects. The integrated customer data marts
     and/or data warehouses can be systematically enriched with a new range of tariff performance metrics (tariff suitability,
     distance from optimal, usage patterns) as well as existing reporting, analysis, and decisioning processes.

     Senior business users can define new views or perspectives on the customer base related KPIs, introducing aspects such
     as price-sensitivity, price awareness, competitive ranking.




                                                                                                                                 CAS
27

         Social Network                                                           Customer                      Customer

         Analysis - SNA layer                                                       001                           002



         Identify, visualize and use physical
         customer interconnections in your
         commercial strategies
         This advanced module consists of datamine’s                                                                       Customer
                                                                                                Customer                     004
         algorithms and data manipulation components                                              003
         enabling the identification of structural patterns based
                                                                    Customer
         on the systematic communication among customers              005
         – clusters of customers within the customer base
         (naturally defined based on interaction patterns).

         CAS SNA allows spotting customers with increased
         ‘network value’, identification of the network
         importance of each single customer, formulation
         of sub-networks, cliques based on usage patterns,                                Customer
                                                                                            011
         estimation of the network impact of customer loss etc.
                                                                                                                           Customer
         Important use cases of this advanced analytical                                                                     012
         customer information can be designed in domains
         such as CRM, Anti-Attrition, Campaign management,
         customer base insight, Fraud detection, Bad debt
         management, product development. The output of SNA
         engine is directly available to CAS components, thus
         boosting customer analysis & handling capabilities                    Customer
         (for instance use Segment Designer for SNA-related                      015

         customer filtering and segment/policy definition).
                                                                                                     Customer                Customer
                                                                                                       014                     016




Competition Analysis System
28

          The Tariff Advisor
          Enable customer touch points with
          intelligent tariff recommendations
          Web enabled applications available through the
                                                                    •	 CAS Tariff Advisor (P)
          intranet for POS/ Agents, dealing with owned (existing)
                                                                    	 This is a variation of the above, differentiated on
          customers. This component serves agents with a
                                                                    	 the rating/ billing approach: this version performs
          tariff negotiation framework for existing customers
                                                                    	 an approximation of the billing outcome, based not
          according to active corporate policies.
                                                                    	 on CDRs but on subscriber’s traffic pattern. The
     •	   CAS Tariff Advisor (R)                                    	 traffic pattern can be derived from actual CDRs 	
     	    This is a subset of CAS customer assessment               	 (in the case of an existing customer) or submitted
     	    functionality, targeting a wider audience with less       	 through the application (from the agent according
     	    experience in tariff modeling and related processes.      	 to the information submitted from the prospect
     	    This utility hides process complexity, and presents in    	 customer). This could also be integrated into the
     	    a user-friendly, direct and robust way all the            	 web portal, for customer self-experimentation with
     	    necessary information on customer’s tariff suitability    	 alternative tariffs. This is a highly customizable
     	    and related proposals as generated through the            	component.
     	    released business policies. This is a highly
                                                                    •	 Online Recommendation engine (web)
     	    customizable component.
                                                                    	 Advanced component enabling integration with
                                                                    	 corporate portal, under ‘myAccount’ section.




                                                                                                                            CAS
29

         Simulation & What-If
         Define complex comparison scenarios, business cases and perform interactive
         sensitivity analysis through CAS Business Case Builder
         Wizard-like processes enable the definition of realistic business scenarios through a set of simple steps:

     •	 Define Customer Sets for analysis: Business users may define complex set of customers (including balanced
     	 random samples against existing segmentation schemes), save, share and administer groups for repeating
     	 analysis or reference/ baseline

     •	 Perform Customer Set Profiling through standardized analysis templates

     •	 Define assumptions to be used for analysis and impact estimation (such as transition rates towards certain tariffs,
     	 churn rates or expected traffic impact)

     •	 Define the output to be generated (selected metrics per customer/ tariff/ policy applied)

     •	 Analyze or export customer-level comparison results for further external processing

     •	 Schedule execution of certain analysis packs as repeating tasks and receive notification when completed


         Traffic Simulation Engine enables compilation of user-shaped sets of artificial CDRs, following customizable patterns.
         Advanced tools enable sensitivity analysis against tariff configuration scenarios, impact estimations in terms of
         revenue, churn and other predefined key performance indicators.




www.datamine.gr
Competition Analysis System
30




     “   … predictive models, sophisticated
         statistical and data mining services,
         generating business knowledge and


                           ”
         actionable results
                                                 CAS
31

         Analytics & Modeling Services
         Data modeling, data analysis, data mining services
         Extending CAS through additional analytical /modeling services. The typical output provided by CAS may be used for
         enriching processes such as data mining model development, analytical reporting, statistical analysis or any other
         data-intensive activity. Specifically for churn prediction and analysis, CAS metrics such as ‘distance from optimum tariff’
         or ‘positioning from competitor’ are expected to create significant difference as independent variables in any well-defined
         model on churn.

         Advanced business intelligence services
         Specialized data integration, reporting or Business Intelligence components are offered as packages of customization/
         extension services. Our domain experts collect analyze and model your business requirements leading to specialized
         component customization or development of your own instance.

         Tariff provisioning services
         This is a subscription service, based on automatic market monitoring - public domain information. CAS agents collect,
         standardize, validate market and tariff information, which is then instantly available to the subscribed CAS instance.




Competition Analysis System
32

     About datamine

     Founded in January 2005, ‘datamine decision support systems ltd’ specializes in information technologies utilizing
     analytical components and data-intensive models. Datamine’s expertise supports the full cycle of data-demanding
     projects, from data analysis and quality assurance to Business Intelligence and Management Information Systems.
     Datamine demonstrates numerous success stories featuring innovative analytical solutions for the Banking and Telecom
     sectors. Datamine is based in Athens, Greece.							




     “
         … we are committed in designing intelligent software dealing with challenging business scenarios.
         We use advanced information technologies to deliver innovative solutions to enterprise decision


                                                                                                ”
         makers and strategists. CAS is a characteristic product of this corporate culture …

         George Krasadakis, Head of engineering and product development

                                                                                                                            CAS
33




                              www.datamine.gr

Competition Analysis System
Unless you are licensed by DATAMINE under a specific licensing agreement, use of DATAMINE logos such as the DATAMINE corporate logo is not allowed.
DATAMINE, DATAMINE.IT, DATAMINE information technologies & USE.YOUR.DATA are registered trademarks or trademarks of DATAMINE in the EU and/or other countries.
It is not allowed to use or register, in whole or in part, DATAMINE trademarks, including its graphic symbols, logos, icons, or an alteration or variation thereof, as or as part of a
company name, trade name, product name, service name or domain name or in connection with web sites, products, services, programs, on packaging, manuals, promotional/
advertising materials, or for any other purpose except pursuant to an express written trademark license from DATAMINE, such as a reseller agreement. Only DATAMINE and its
authorized resellers and licensees may use the DATAMINE Logos in advertising, promotional, and sales materials and only as specified in their agreement.
Use of DATAMINE trademarks in a disparaging manner or in any manner that directly or indirectly expresses or implies DATAMINE sponsorship, affiliation, certification,
approval, or endorsement in relation to third-party product or service or in such a manner that it appears that DATAMINE is legally associated with a third-party company is
expressly prohibited.



                                                               datamine ltd, Decision support systems                    Tel: 0030 210 6899960, Fax: 0030 210 6899968
                                                               22 Ethnikis Antistasis avenue,                            Email: info@datamine.gr
                                                               15232 Chalandri, Athens, Greece                           www.datamine.gr

Weitere ähnliche Inhalte

Was ist angesagt?

Campaign pack for retail marketing
Campaign pack for retail marketingCampaign pack for retail marketing
Campaign pack for retail marketinganalyticalmarketing
 
Campaign Pack for Retail Marketing
Campaign Pack for Retail MarketingCampaign Pack for Retail Marketing
Campaign Pack for Retail MarketingCequity Solutions
 
Chapter 7: Using Databases
Chapter 7: Using DatabasesChapter 7: Using Databases
Chapter 7: Using Databasesitsvineeth209
 
Microsoft Dynamics CRM - Banking
Microsoft Dynamics CRM - BankingMicrosoft Dynamics CRM - Banking
Microsoft Dynamics CRM - BankingNerea
 
SCG Social Media Analytics Introduction
SCG Social Media Analytics IntroductionSCG Social Media Analytics Introduction
SCG Social Media Analytics IntroductionChris Rigatuso
 
InfosysPublicServices - Member Switchover Solution | Analysis
InfosysPublicServices - Member Switchover Solution | AnalysisInfosysPublicServices - Member Switchover Solution | Analysis
InfosysPublicServices - Member Switchover Solution | AnalysisInfosys
 
Key Strategies to Drive Compliance_Vertis Communications
Key Strategies to Drive Compliance_Vertis CommunicationsKey Strategies to Drive Compliance_Vertis Communications
Key Strategies to Drive Compliance_Vertis CommunicationsZycus
 
CRM & Multi-Channel Marketing Theatre; Discover how Aimia is using IBM Unica'...
CRM & Multi-Channel Marketing Theatre; Discover how Aimia is using IBM Unica'...CRM & Multi-Channel Marketing Theatre; Discover how Aimia is using IBM Unica'...
CRM & Multi-Channel Marketing Theatre; Discover how Aimia is using IBM Unica'...TFM&A
 
Ait Business Development Programme
Ait   Business Development ProgrammeAit   Business Development Programme
Ait Business Development ProgrammePrinter990
 
Webinar how to increase conversions and lower cpa on the google display network
Webinar how to increase conversions and lower cpa on the google display networkWebinar how to increase conversions and lower cpa on the google display network
Webinar how to increase conversions and lower cpa on the google display networkAcquisio
 
In Sight Multichannel Performance Management Platform 2013
In Sight Multichannel Performance Management Platform 2013In Sight Multichannel Performance Management Platform 2013
In Sight Multichannel Performance Management Platform 2013Gseed161
 
Extracting Big Value From Big Data in Digital Media - An Executive Webcast wi...
Extracting Big Value From Big Data in Digital Media - An Executive Webcast wi...Extracting Big Value From Big Data in Digital Media - An Executive Webcast wi...
Extracting Big Value From Big Data in Digital Media - An Executive Webcast wi...Krishnan Parasuraman
 
Cequity Solution For Gaming Industry
Cequity Solution For Gaming IndustryCequity Solution For Gaming Industry
Cequity Solution For Gaming IndustryCequity Solutions
 

Was ist angesagt? (19)

Campaign pack for retail marketing
Campaign pack for retail marketingCampaign pack for retail marketing
Campaign pack for retail marketing
 
Campaign Pack for Retail Marketing
Campaign Pack for Retail MarketingCampaign Pack for Retail Marketing
Campaign Pack for Retail Marketing
 
Chapter 7: Using Databases
Chapter 7: Using DatabasesChapter 7: Using Databases
Chapter 7: Using Databases
 
Microsoft Dynamics CRM - Banking
Microsoft Dynamics CRM - BankingMicrosoft Dynamics CRM - Banking
Microsoft Dynamics CRM - Banking
 
SCG Social Media Analytics Introduction
SCG Social Media Analytics IntroductionSCG Social Media Analytics Introduction
SCG Social Media Analytics Introduction
 
InfosysPublicServices - Member Switchover Solution | Analysis
InfosysPublicServices - Member Switchover Solution | AnalysisInfosysPublicServices - Member Switchover Solution | Analysis
InfosysPublicServices - Member Switchover Solution | Analysis
 
Key Strategies to Drive Compliance_Vertis Communications
Key Strategies to Drive Compliance_Vertis CommunicationsKey Strategies to Drive Compliance_Vertis Communications
Key Strategies to Drive Compliance_Vertis Communications
 
The Choice between Contact Management or CRM - Aberdeen Group
The Choice between Contact Management or CRM - Aberdeen GroupThe Choice between Contact Management or CRM - Aberdeen Group
The Choice between Contact Management or CRM - Aberdeen Group
 
Trib Direct Capabilities
Trib Direct CapabilitiesTrib Direct Capabilities
Trib Direct Capabilities
 
CRM & Multi-Channel Marketing Theatre; Discover how Aimia is using IBM Unica'...
CRM & Multi-Channel Marketing Theatre; Discover how Aimia is using IBM Unica'...CRM & Multi-Channel Marketing Theatre; Discover how Aimia is using IBM Unica'...
CRM & Multi-Channel Marketing Theatre; Discover how Aimia is using IBM Unica'...
 
Ait Business Development Programme
Ait   Business Development ProgrammeAit   Business Development Programme
Ait Business Development Programme
 
Aimia_Capabilities_abridged
Aimia_Capabilities_abridgedAimia_Capabilities_abridged
Aimia_Capabilities_abridged
 
Webinar how to increase conversions and lower cpa on the google display network
Webinar how to increase conversions and lower cpa on the google display networkWebinar how to increase conversions and lower cpa on the google display network
Webinar how to increase conversions and lower cpa on the google display network
 
In Sight Multichannel Performance Management Platform 2013
In Sight Multichannel Performance Management Platform 2013In Sight Multichannel Performance Management Platform 2013
In Sight Multichannel Performance Management Platform 2013
 
Das Next Best Offer-Konzept
Das Next Best Offer-KonzeptDas Next Best Offer-Konzept
Das Next Best Offer-Konzept
 
Extracting Big Value From Big Data in Digital Media - An Executive Webcast wi...
Extracting Big Value From Big Data in Digital Media - An Executive Webcast wi...Extracting Big Value From Big Data in Digital Media - An Executive Webcast wi...
Extracting Big Value From Big Data in Digital Media - An Executive Webcast wi...
 
Sage CRM v7.1 Sales Datasheet
Sage CRM v7.1 Sales DatasheetSage CRM v7.1 Sales Datasheet
Sage CRM v7.1 Sales Datasheet
 
Cequity Solution For Gaming Industry
Cequity Solution For Gaming IndustryCequity Solution For Gaming Industry
Cequity Solution For Gaming Industry
 
Tibil Capabilities
Tibil CapabilitiesTibil Capabilities
Tibil Capabilities
 

Andere mochten auch

Digital Marketing Business Competition Analysis & Tools
Digital Marketing Business Competition Analysis & ToolsDigital Marketing Business Competition Analysis & Tools
Digital Marketing Business Competition Analysis & ToolsIndranil Bhattacharjee
 
Use of Data Analytics for Business Competition and Survival
Use of Data Analytics for Business Competition and SurvivalUse of Data Analytics for Business Competition and Survival
Use of Data Analytics for Business Competition and SurvivalMaurice Dawson
 
Analysing the competition
Analysing the competitionAnalysing the competition
Analysing the competitiontutor2u
 
Wastian, Brunmeir - Data Analyses in Industrial Applications: From Predictive...
Wastian, Brunmeir - Data Analyses in Industrial Applications: From Predictive...Wastian, Brunmeir - Data Analyses in Industrial Applications: From Predictive...
Wastian, Brunmeir - Data Analyses in Industrial Applications: From Predictive...Vienna Data Science Group
 
Team Bazinga - Herborist Case Solution for HSBC BCC 2013 Bangladesh Round 2
Team Bazinga - Herborist Case Solution for HSBC BCC 2013 Bangladesh Round 2Team Bazinga - Herborist Case Solution for HSBC BCC 2013 Bangladesh Round 2
Team Bazinga - Herborist Case Solution for HSBC BCC 2013 Bangladesh Round 2Waseem Khan
 
Holistic Management of Grass, Cattle and Wildlife on Carrizo Valley Ranch.
Holistic Management of Grass, Cattle and Wildlife on Carrizo Valley Ranch.Holistic Management of Grass, Cattle and Wildlife on Carrizo Valley Ranch.
Holistic Management of Grass, Cattle and Wildlife on Carrizo Valley Ranch.SWGLA
 
Bradley ranch cattle presentation
Bradley ranch cattle presentationBradley ranch cattle presentation
Bradley ranch cattle presentationAbs Pecplan
 
Sun Tzu Seven Questions Of Victory
Sun Tzu Seven Questions Of VictorySun Tzu Seven Questions Of Victory
Sun Tzu Seven Questions Of VictoryAllan Elder
 
Roessler, Hafner - Modelling and Simulation in Industrial Applications: Apply...
Roessler, Hafner - Modelling and Simulation in Industrial Applications: Apply...Roessler, Hafner - Modelling and Simulation in Industrial Applications: Apply...
Roessler, Hafner - Modelling and Simulation in Industrial Applications: Apply...Vienna Data Science Group
 
Working Cattle Ranch Vacation
Working Cattle Ranch VacationWorking Cattle Ranch Vacation
Working Cattle Ranch Vacation1 Plus 1 Ranch
 
BUSNIESS AND INDUSTRIAL PRACTICES: !) COMPETITION IN BUSINESS !!)BRIBERY AND...
BUSNIESS AND INDUSTRIAL PRACTICES:  !) COMPETITION IN BUSINESS !!)BRIBERY AND...BUSNIESS AND INDUSTRIAL PRACTICES:  !) COMPETITION IN BUSINESS !!)BRIBERY AND...
BUSNIESS AND INDUSTRIAL PRACTICES: !) COMPETITION IN BUSINESS !!)BRIBERY AND...Abdulkadir Sugal
 
Sun tzu and the business competition
Sun tzu and the business competitionSun tzu and the business competition
Sun tzu and the business competitionPhilippine Air Force
 
Product & brand management
Product & brand managementProduct & brand management
Product & brand managementJay Ho
 
The Mall is Dead: Who Killed It, Why It's Not Coming Back and What's Next for...
The Mall is Dead: Who Killed It, Why It's Not Coming Back and What's Next for...The Mall is Dead: Who Killed It, Why It's Not Coming Back and What's Next for...
The Mall is Dead: Who Killed It, Why It's Not Coming Back and What's Next for...Suong Nguyen
 
"How to Make An Effective Business Plan for Shopping Center"
"How to Make An Effective Business Plan for Shopping Center""How to Make An Effective Business Plan for Shopping Center"
"How to Make An Effective Business Plan for Shopping Center"Tufan Karaca
 
Organization Development Techniques
Organization Development TechniquesOrganization Development Techniques
Organization Development TechniquesDr. Vickram Aadityaa
 
Customer analysis
Customer analysisCustomer analysis
Customer analysisDeepak25
 

Andere mochten auch (19)

Digital Marketing Business Competition Analysis & Tools
Digital Marketing Business Competition Analysis & ToolsDigital Marketing Business Competition Analysis & Tools
Digital Marketing Business Competition Analysis & Tools
 
Lesson 18: Competitive Analysis
Lesson 18: Competitive AnalysisLesson 18: Competitive Analysis
Lesson 18: Competitive Analysis
 
Use of Data Analytics for Business Competition and Survival
Use of Data Analytics for Business Competition and SurvivalUse of Data Analytics for Business Competition and Survival
Use of Data Analytics for Business Competition and Survival
 
Analysing the competition
Analysing the competitionAnalysing the competition
Analysing the competition
 
Wastian, Brunmeir - Data Analyses in Industrial Applications: From Predictive...
Wastian, Brunmeir - Data Analyses in Industrial Applications: From Predictive...Wastian, Brunmeir - Data Analyses in Industrial Applications: From Predictive...
Wastian, Brunmeir - Data Analyses in Industrial Applications: From Predictive...
 
Team Bazinga - Herborist Case Solution for HSBC BCC 2013 Bangladesh Round 2
Team Bazinga - Herborist Case Solution for HSBC BCC 2013 Bangladesh Round 2Team Bazinga - Herborist Case Solution for HSBC BCC 2013 Bangladesh Round 2
Team Bazinga - Herborist Case Solution for HSBC BCC 2013 Bangladesh Round 2
 
Industry 4.0 by VDSG and Informance
Industry 4.0 by VDSG and InformanceIndustry 4.0 by VDSG and Informance
Industry 4.0 by VDSG and Informance
 
Holistic Management of Grass, Cattle and Wildlife on Carrizo Valley Ranch.
Holistic Management of Grass, Cattle and Wildlife on Carrizo Valley Ranch.Holistic Management of Grass, Cattle and Wildlife on Carrizo Valley Ranch.
Holistic Management of Grass, Cattle and Wildlife on Carrizo Valley Ranch.
 
Bradley ranch cattle presentation
Bradley ranch cattle presentationBradley ranch cattle presentation
Bradley ranch cattle presentation
 
Sun Tzu Seven Questions Of Victory
Sun Tzu Seven Questions Of VictorySun Tzu Seven Questions Of Victory
Sun Tzu Seven Questions Of Victory
 
Roessler, Hafner - Modelling and Simulation in Industrial Applications: Apply...
Roessler, Hafner - Modelling and Simulation in Industrial Applications: Apply...Roessler, Hafner - Modelling and Simulation in Industrial Applications: Apply...
Roessler, Hafner - Modelling and Simulation in Industrial Applications: Apply...
 
Working Cattle Ranch Vacation
Working Cattle Ranch VacationWorking Cattle Ranch Vacation
Working Cattle Ranch Vacation
 
BUSNIESS AND INDUSTRIAL PRACTICES: !) COMPETITION IN BUSINESS !!)BRIBERY AND...
BUSNIESS AND INDUSTRIAL PRACTICES:  !) COMPETITION IN BUSINESS !!)BRIBERY AND...BUSNIESS AND INDUSTRIAL PRACTICES:  !) COMPETITION IN BUSINESS !!)BRIBERY AND...
BUSNIESS AND INDUSTRIAL PRACTICES: !) COMPETITION IN BUSINESS !!)BRIBERY AND...
 
Sun tzu and the business competition
Sun tzu and the business competitionSun tzu and the business competition
Sun tzu and the business competition
 
Product & brand management
Product & brand managementProduct & brand management
Product & brand management
 
The Mall is Dead: Who Killed It, Why It's Not Coming Back and What's Next for...
The Mall is Dead: Who Killed It, Why It's Not Coming Back and What's Next for...The Mall is Dead: Who Killed It, Why It's Not Coming Back and What's Next for...
The Mall is Dead: Who Killed It, Why It's Not Coming Back and What's Next for...
 
"How to Make An Effective Business Plan for Shopping Center"
"How to Make An Effective Business Plan for Shopping Center""How to Make An Effective Business Plan for Shopping Center"
"How to Make An Effective Business Plan for Shopping Center"
 
Organization Development Techniques
Organization Development TechniquesOrganization Development Techniques
Organization Development Techniques
 
Customer analysis
Customer analysisCustomer analysis
Customer analysis
 

Ähnlich wie Competition Analysis System

Competition Analysis System for Telecommunications
Competition Analysis System for TelecommunicationsCompetition Analysis System for Telecommunications
Competition Analysis System for TelecommunicationsGeorge Krasadakis
 
Datamine information technologies
Datamine information technologiesDatamine information technologies
Datamine information technologiesGeorge Krasadakis
 
Soq Qms Partners
Soq   Qms PartnersSoq   Qms Partners
Soq Qms Partnersjonleiman
 
Airtel’s customer relationship model
Airtel’s customer relationship modelAirtel’s customer relationship model
Airtel’s customer relationship modelahirbansal
 
Data mining PPT
Data mining PPTData mining PPT
Data mining PPTKapil Rode
 
Matza Casro Deck
Matza Casro DeckMatza Casro Deck
Matza Casro Deckmrmatza
 
Disscusion - a crm final
Disscusion  - a crm finalDisscusion  - a crm final
Disscusion - a crm finalsamuelox
 
Supply Chain Analytics- Genpact's Supply Chain Decision Services
Supply Chain Analytics- Genpact's Supply Chain Decision ServicesSupply Chain Analytics- Genpact's Supply Chain Decision Services
Supply Chain Analytics- Genpact's Supply Chain Decision ServicesaMarketForce
 
Taking Shared services to the next level through outsourcing
Taking Shared services to the next level through outsourcingTaking Shared services to the next level through outsourcing
Taking Shared services to the next level through outsourcingWNS Global Services
 
DAC Tekiō by DAC Software Solutions Ltd.
DAC Tekiō by DAC Software Solutions Ltd.DAC Tekiō by DAC Software Solutions Ltd.
DAC Tekiō by DAC Software Solutions Ltd.Nicholai Portelli
 
Multiple Dimensions of Pricing Sophistication
Multiple Dimensions of Pricing SophisticationMultiple Dimensions of Pricing Sophistication
Multiple Dimensions of Pricing Sophisticationguestc9708f8
 
Multiple Dimensions of Price Sophistication
Multiple Dimensions of Price SophisticationMultiple Dimensions of Price Sophistication
Multiple Dimensions of Price Sophisticationguestc9708f8
 
Multiple Dimensions of Price Sophistication
Multiple Dimensions of Price SophisticationMultiple Dimensions of Price Sophistication
Multiple Dimensions of Price Sophisticationcwhurst
 

Ähnlich wie Competition Analysis System (20)

Competition Analysis System for Telecommunications
Competition Analysis System for TelecommunicationsCompetition Analysis System for Telecommunications
Competition Analysis System for Telecommunications
 
Datamine information technologies
Datamine information technologiesDatamine information technologies
Datamine information technologies
 
Soq Qms Partners
Soq   Qms PartnersSoq   Qms Partners
Soq Qms Partners
 
Crystal Qube™ Presentation
Crystal Qube™ PresentationCrystal Qube™ Presentation
Crystal Qube™ Presentation
 
Airtel’s customer relationship model
Airtel’s customer relationship modelAirtel’s customer relationship model
Airtel’s customer relationship model
 
Data mining PPT
Data mining PPTData mining PPT
Data mining PPT
 
DSquare Solutions
DSquare SolutionsDSquare Solutions
DSquare Solutions
 
Travel DNA
Travel DNATravel DNA
Travel DNA
 
Crm Today Dinesh Chandrasekar
Crm Today Dinesh ChandrasekarCrm Today Dinesh Chandrasekar
Crm Today Dinesh Chandrasekar
 
Matza Casro Deck
Matza Casro DeckMatza Casro Deck
Matza Casro Deck
 
Disscusion - a crm final
Disscusion  - a crm finalDisscusion  - a crm final
Disscusion - a crm final
 
Supply Chain Analytics- Genpact's Supply Chain Decision Services
Supply Chain Analytics- Genpact's Supply Chain Decision ServicesSupply Chain Analytics- Genpact's Supply Chain Decision Services
Supply Chain Analytics- Genpact's Supply Chain Decision Services
 
Taking Shared services to the next level through outsourcing
Taking Shared services to the next level through outsourcingTaking Shared services to the next level through outsourcing
Taking Shared services to the next level through outsourcing
 
User behavior driven pricing and offers
User behavior driven pricing and offersUser behavior driven pricing and offers
User behavior driven pricing and offers
 
COMPETITION ANALYSIS SERVER
COMPETITION ANALYSIS SERVERCOMPETITION ANALYSIS SERVER
COMPETITION ANALYSIS SERVER
 
DAC Tekiō by DAC Software Solutions Ltd.
DAC Tekiō by DAC Software Solutions Ltd.DAC Tekiō by DAC Software Solutions Ltd.
DAC Tekiō by DAC Software Solutions Ltd.
 
Multiple Dimensions of Pricing Sophistication
Multiple Dimensions of Pricing SophisticationMultiple Dimensions of Pricing Sophistication
Multiple Dimensions of Pricing Sophistication
 
Multiple Dimensions of Price Sophistication
Multiple Dimensions of Price SophisticationMultiple Dimensions of Price Sophistication
Multiple Dimensions of Price Sophistication
 
Multiple Dimensions of Price Sophistication
Multiple Dimensions of Price SophisticationMultiple Dimensions of Price Sophistication
Multiple Dimensions of Price Sophistication
 
Zyme
ZymeZyme
Zyme
 

Mehr von George Krasadakis

INNOVATION IN THE ERA OF LOCKDOWN
INNOVATION IN THE ERA OF LOCKDOWNINNOVATION IN THE ERA OF LOCKDOWN
INNOVATION IN THE ERA OF LOCKDOWNGeorge Krasadakis
 
From an idea to an MVP: a guide for startups
From an idea to an MVP: a guide for startupsFrom an idea to an MVP: a guide for startups
From an idea to an MVP: a guide for startupsGeorge Krasadakis
 
Prototyping and MVPs for startups
Prototyping and MVPs for startupsPrototyping and MVPs for startups
Prototyping and MVPs for startupsGeorge Krasadakis
 
How to run a successful corporate hackathon
How to run a successful corporate hackathonHow to run a successful corporate hackathon
How to run a successful corporate hackathonGeorge Krasadakis
 
2018 innovation trends and opportunities medium
2018 innovation trends and opportunities medium2018 innovation trends and opportunities medium
2018 innovation trends and opportunities mediumGeorge Krasadakis
 
DATAMINE-CAS for banking-business-summary
DATAMINE-CAS for banking-business-summaryDATAMINE-CAS for banking-business-summary
DATAMINE-CAS for banking-business-summaryGeorge Krasadakis
 
Datamine Competition Analysis, for Retailers
Datamine Competition Analysis, for RetailersDatamine Competition Analysis, for Retailers
Datamine Competition Analysis, for RetailersGeorge Krasadakis
 
Datamine - CAS: Competition Analysis, for Telcos
Datamine - CAS: Competition Analysis, for TelcosDatamine - CAS: Competition Analysis, for Telcos
Datamine - CAS: Competition Analysis, for TelcosGeorge Krasadakis
 
Datamine- Customer Feedback Management
Datamine- Customer Feedback ManagementDatamine- Customer Feedback Management
Datamine- Customer Feedback ManagementGeorge Krasadakis
 
Gamified Adaptive Digital Disc Jockey
Gamified Adaptive Digital Disc JockeyGamified Adaptive Digital Disc Jockey
Gamified Adaptive Digital Disc JockeyGeorge Krasadakis
 
Implicitly adaptive eye-tracking user interface
Implicitly adaptive eye-tracking user interfaceImplicitly adaptive eye-tracking user interface
Implicitly adaptive eye-tracking user interfaceGeorge Krasadakis
 
ORGANIZATION, RETRIEVAL, ANNOTATION AND PRESENTATION OF MEDIA DATA FLES USING...
ORGANIZATION, RETRIEVAL, ANNOTATION AND PRESENTATION OF MEDIA DATA FLES USING...ORGANIZATION, RETRIEVAL, ANNOTATION AND PRESENTATION OF MEDIA DATA FLES USING...
ORGANIZATION, RETRIEVAL, ANNOTATION AND PRESENTATION OF MEDIA DATA FLES USING...George Krasadakis
 
Campaign optimization using Business Intelligence and Data Mining
Campaign optimization using Business Intelligence and Data MiningCampaign optimization using Business Intelligence and Data Mining
Campaign optimization using Business Intelligence and Data MiningGeorge Krasadakis
 
TELECOM SERVICES: I.T. & ANALYTICS
TELECOM SERVICES: I.T. & ANALYTICSTELECOM SERVICES: I.T. & ANALYTICS
TELECOM SERVICES: I.T. & ANALYTICSGeorge Krasadakis
 
CONSUMER CREDIT RISK ASSESMENT, PREDICTION & MANAGEMENT SYSTEM
CONSUMER CREDIT RISK ASSESMENT, PREDICTION & MANAGEMENT SYSTEMCONSUMER CREDIT RISK ASSESMENT, PREDICTION & MANAGEMENT SYSTEM
CONSUMER CREDIT RISK ASSESMENT, PREDICTION & MANAGEMENT SYSTEMGeorge Krasadakis
 
Information technologies & Analytics for Telcos & ISPs
Information technologies & Analytics for Telcos & ISPsInformation technologies & Analytics for Telcos & ISPs
Information technologies & Analytics for Telcos & ISPsGeorge Krasadakis
 
Customer Satisfaction & Complaint Management
Customer Satisfaction & Complaint ManagementCustomer Satisfaction & Complaint Management
Customer Satisfaction & Complaint ManagementGeorge Krasadakis
 

Mehr von George Krasadakis (20)

INNOVATION IN THE ERA OF LOCKDOWN
INNOVATION IN THE ERA OF LOCKDOWNINNOVATION IN THE ERA OF LOCKDOWN
INNOVATION IN THE ERA OF LOCKDOWN
 
From an idea to an MVP: a guide for startups
From an idea to an MVP: a guide for startupsFrom an idea to an MVP: a guide for startups
From an idea to an MVP: a guide for startups
 
Prototyping and MVPs for startups
Prototyping and MVPs for startupsPrototyping and MVPs for startups
Prototyping and MVPs for startups
 
How to win the hackathon!
How to win the hackathon!How to win the hackathon!
How to win the hackathon!
 
How to run a successful corporate hackathon
How to run a successful corporate hackathonHow to run a successful corporate hackathon
How to run a successful corporate hackathon
 
2018 innovation trends and opportunities medium
2018 innovation trends and opportunities medium2018 innovation trends and opportunities medium
2018 innovation trends and opportunities medium
 
DATAMINE-CAS for banking-business-summary
DATAMINE-CAS for banking-business-summaryDATAMINE-CAS for banking-business-summary
DATAMINE-CAS for banking-business-summary
 
Datamine Competition Analysis, for Retailers
Datamine Competition Analysis, for RetailersDatamine Competition Analysis, for Retailers
Datamine Competition Analysis, for Retailers
 
Datamine - CAS: Competition Analysis, for Telcos
Datamine - CAS: Competition Analysis, for TelcosDatamine - CAS: Competition Analysis, for Telcos
Datamine - CAS: Competition Analysis, for Telcos
 
Datamine- Customer Feedback Management
Datamine- Customer Feedback ManagementDatamine- Customer Feedback Management
Datamine- Customer Feedback Management
 
Gamified Adaptive Digital Disc Jockey
Gamified Adaptive Digital Disc JockeyGamified Adaptive Digital Disc Jockey
Gamified Adaptive Digital Disc Jockey
 
Implicitly adaptive eye-tracking user interface
Implicitly adaptive eye-tracking user interfaceImplicitly adaptive eye-tracking user interface
Implicitly adaptive eye-tracking user interface
 
ORGANIZATION, RETRIEVAL, ANNOTATION AND PRESENTATION OF MEDIA DATA FLES USING...
ORGANIZATION, RETRIEVAL, ANNOTATION AND PRESENTATION OF MEDIA DATA FLES USING...ORGANIZATION, RETRIEVAL, ANNOTATION AND PRESENTATION OF MEDIA DATA FLES USING...
ORGANIZATION, RETRIEVAL, ANNOTATION AND PRESENTATION OF MEDIA DATA FLES USING...
 
Campaign optimization using Business Intelligence and Data Mining
Campaign optimization using Business Intelligence and Data MiningCampaign optimization using Business Intelligence and Data Mining
Campaign optimization using Business Intelligence and Data Mining
 
CORPORATE CRITERION
CORPORATE CRITERIONCORPORATE CRITERION
CORPORATE CRITERION
 
TELECOM SERVICES: I.T. & ANALYTICS
TELECOM SERVICES: I.T. & ANALYTICSTELECOM SERVICES: I.T. & ANALYTICS
TELECOM SERVICES: I.T. & ANALYTICS
 
Sales Analytics
Sales AnalyticsSales Analytics
Sales Analytics
 
CONSUMER CREDIT RISK ASSESMENT, PREDICTION & MANAGEMENT SYSTEM
CONSUMER CREDIT RISK ASSESMENT, PREDICTION & MANAGEMENT SYSTEMCONSUMER CREDIT RISK ASSESMENT, PREDICTION & MANAGEMENT SYSTEM
CONSUMER CREDIT RISK ASSESMENT, PREDICTION & MANAGEMENT SYSTEM
 
Information technologies & Analytics for Telcos & ISPs
Information technologies & Analytics for Telcos & ISPsInformation technologies & Analytics for Telcos & ISPs
Information technologies & Analytics for Telcos & ISPs
 
Customer Satisfaction & Complaint Management
Customer Satisfaction & Complaint ManagementCustomer Satisfaction & Complaint Management
Customer Satisfaction & Complaint Management
 

Kürzlich hochgeladen

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoffsammart93
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherRemote DBA Services
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slidevu2urc
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)Gabriella Davis
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...apidays
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerThousandEyes
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptxHampshireHUG
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)wesley chun
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdflior mazor
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEarley Information Science
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024The Digital Insurer
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProduct Anonymous
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024The Digital Insurer
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsEnterprise Knowledge
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsJoaquim Jorge
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...Neo4j
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreternaman860154
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationRadu Cotescu
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?Antenna Manufacturer Coco
 

Kürzlich hochgeladen (20)

Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot TakeoffStrategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
Strategize a Smooth Tenant-to-tenant Migration and Copilot Takeoff
 
Strategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a FresherStrategies for Landing an Oracle DBA Job as a Fresher
Strategies for Landing an Oracle DBA Job as a Fresher
 
Histor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slideHistor y of HAM Radio presentation slide
Histor y of HAM Radio presentation slide
 
A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)A Domino Admins Adventures (Engage 2024)
A Domino Admins Adventures (Engage 2024)
 
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
Apidays Singapore 2024 - Building Digital Trust in a Digital Economy by Veron...
 
How to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected WorkerHow to Troubleshoot Apps for the Modern Connected Worker
How to Troubleshoot Apps for the Modern Connected Worker
 
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
04-2024-HHUG-Sales-and-Marketing-Alignment.pptx
 
Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)Powerful Google developer tools for immediate impact! (2023-24 C)
Powerful Google developer tools for immediate impact! (2023-24 C)
 
GenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdfGenAI Risks & Security Meetup 01052024.pdf
GenAI Risks & Security Meetup 01052024.pdf
 
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law DevelopmentsTrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
TrustArc Webinar - Stay Ahead of US State Data Privacy Law Developments
 
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptxEIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
EIS-Webinar-Prompt-Knowledge-Eng-2024-04-08.pptx
 
Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024Axa Assurance Maroc - Insurer Innovation Award 2024
Axa Assurance Maroc - Insurer Innovation Award 2024
 
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemkeProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
ProductAnonymous-April2024-WinProductDiscovery-MelissaKlemke
 
Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024Partners Life - Insurer Innovation Award 2024
Partners Life - Insurer Innovation Award 2024
 
IAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI SolutionsIAC 2024 - IA Fast Track to Search Focused AI Solutions
IAC 2024 - IA Fast Track to Search Focused AI Solutions
 
Artificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and MythsArtificial Intelligence: Facts and Myths
Artificial Intelligence: Facts and Myths
 
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...Workshop - Best of Both Worlds_ Combine  KG and Vector search for  enhanced R...
Workshop - Best of Both Worlds_ Combine KG and Vector search for enhanced R...
 
Presentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreterPresentation on how to chat with PDF using ChatGPT code interpreter
Presentation on how to chat with PDF using ChatGPT code interpreter
 
Scaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organizationScaling API-first – The story of a global engineering organization
Scaling API-first – The story of a global engineering organization
 
What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?What Are The Drone Anti-jamming Systems Technology?
What Are The Drone Anti-jamming Systems Technology?
 

Competition Analysis System

  • 1.
  • 3. Contents Competition Analysis System 3 CAS At a Glance 4 Typical Business Scenarios Served 7 Intelligent Adaptive Customer Handling 9 CAS Impact & Benefits 10 Assessing Customers 13 Negotiating with Customers 14 Recommendation Engine 17 Business Applications 18 Product Architecture 20 Key Components 23 Segment Designer 24 Discount Manager 25 Analytics Studio 26 Social Network Analysis 27 The Tariff Advisor 28 Simulation & What-If 29 Analytics & Modeling Services 31 About datamine 32
  • 4. 4 “ A major advance of the typical telecom IT infrastructure providing invaluable information at any level, ” from representatives to senior staff CAS
  • 5. 3 Competition Analysis System An interactive environment for customer analysis, tariff development, CRM strategies and more CAS enables modern telecoms organization to: • Monitor & Analyze Competition Compare the complete market (competitor tariffs) against your actual usage data • Empower Product Development Create & Manage tariffs. Evaluate on actual usage data. Build Business cases • Optimize & Automate Tariff Recommendations Load-balance tariff offerings depending on customer value. Measure & Analyze results • Perform Efficient Tariff Negotiations @ POS Provide agents a ‘negotiation framework’ for a stepwise, cost-controlled offering scenario • Execute Aggressive Customer Acquisition Campaigns Provide agents a statistics-driven ‘negotiation framework’ for candidate customers • Deliver Online Personalized Recommendations Your customers browse personalized tariff offerings online and/or through smart phones • Gather Customer Feedback Systematically collect, analyze and report offering-related customer feedback CAS mid-term benefits • Empowered Competitiveness • Higher levels of Customer Satisfaction & Loyalty • Increased Sales & Customer Acquisition Rates • Enhanced Decision Support Framework Competition Analysis System
  • 6. 4 CAS At a Glance A powerful customer analytics framework, specialized for telecom operators Datamine’s Competition Analysis System (CAS) is a sophisticated platform enabling tariff modeling, advanced customer insight, interactive tariff recommendation logic design and more. Based on a highly engineered data processing and visualization platform, CAS empowers processes in the domains of Analytical CRM, customer handling, product development and data-driven decision making in general. CAS can be best conceived as: • An interactive tariff development & evaluation framework … ... enabling quick definition of new tariffs, validation and analysis against actual usage • A powerful Customer Interaction framework … ... automating and optimizing tariff recommendations, according to strict business rules • A sophisticated Customer Analytics platform … ... enabling customer, billing & usage analysis along with tariff suitability measures Either designing your customer retention strategy, developing a new pricing policy, assessing tariff performance against competition or building business cases to support candidate products, CAS will give you robust answers, ideas and hints through a single click sequence. “ Virtual markets: competitors, tariffs, traffic & customer data in a fully controlled, powerful ” and user-friendly environment CAS
  • 7. 5 Top management Decision support information, KPIs, customer base dynamics, tariff Agents performance Deal Negotiation Framework, set of tariffs with loss/gain figures, priorities and hints, for optimal, interactive negotiation with the customer Product development managers What if scenarios, candidate tariffs assessments, traffic profile analysis, tariff transition patterns CAS Potential customer Accurate Recommendations based on traffic patterns/bill presented by the candidate customer Customer base managers Segmentation analysis, definition of policies & corporate strategies Existing customer Personalized tariff offerings, suitably balancing costs with expected gain Campaign managers Accurate target Groups, enriched with optimization information www.datamine.gr Competition Analysis System
  • 8. 6 CAS
  • 9. 7 Typical business scenarios served, optimized and/or automated through CAS CAS answers critical business questions, involving both day-to-day issues and corporate-level decision-making Handle inbound tariff related customer requests through any channel, with managed costs and standard communication framework: negotiate with the customer depending on customer value, specific corporate goals, tariff promotion logic Design powerful outbound campaigns offering a better tariff proposal for each eligible customer through personalized messaging and accurate savings estimations Monitor the market, perform competition assessment studies, evaluate competitor offerings against actual customer data (single customer, sample or the entire customer base) Perform customer base analysis with tariff suitability perspective: derive distance metrics for each customer within the exact eligible tariff space. Share tariff analytics across the enterprise through sophisticated reporting Model tariff analytics and suitability metrics against loyalty/ churn, customer satisfaction. Feed corporate information systems with customer analytics and traffic patterns Support product development activities through interactive business scenarios development, what-if studies, financial impact analysis Competition Analysis System
  • 10. customer insights 8 profitability analytics competitiveness loyalty decisions Tariff assessment Tariff modeling & optimization Customer handling strategies Competitive advantages predictions strategies CAS
  • 11. 9 Intelligent Adaptive Customer Handling Sophisticated tariff modeling, customer negotiation tools, analytics: the roadmap to competitiveness Tariff modeler Customer negotiator Recommendation Pricing insight Customer & billing framework engine & analytics & analytics Markets, product Advanced tools dealing with Automatic, fully managed Sophisticated tariff Powerful components for catalogues, billing analytics customers real time tariff proposal system performance assessment managing customer base CAS hosts in its powerful Agents can now efficiently deal, A self-service component of CAS offers Business analysts a Customer base analysis database complete through enabled channels, CAS, launched through your wide range of advanced analytics tools, segment creation and telecommunication markets with any existing customer corporate-sitemyAccount on tariff performance – both for management components, (operators, tariffs, networks within the negotiation space section or via smart phone existing tariffs or hypothetical profiling & reporting, all available and network elements). The generated by CAS: this is a mini-application. Upon ones. Simulation components to the business user with a underlying, high performance ‘safe’ (cost- controlled) space, login, your customer receives allow the development of click of a button. Hundreds CAS Billing Engine generates as the outcome of corporate proposals, triggers or tariff hypothetical scenarios for of attributes on customer, tariff comparative data against policies and active business –related messages, all satisfying candidate tariffs and their subscriber, invoice or traffic – any actual customer for any set rules executed for each specific certain business rules, cost impact in your customer base level can be easily combined in of tariffs in fractions of seconds, customer. Loss estimations/ or other constraints. Your or financial performance. an interactive fashion, in order providing an outstanding user gain for each allowed proposal customers enjoy highly-targeted, Monitoring and analysis to build advanced, accurate experience in tariff development, strengthens agent’s position personalised offerings, while provides access to actual tariff target group structures, enabling assessment and competition and ensures corporate strategy. you retain full control over any performance figures versus segmentation or decisioning browsing. Closing the loop, customer associated costs, goals, priorities critical metrics such as churn (proposal eligibility) schemes. feedback can be easily captured and corporate strategies. rates, revenue and profitability. into CAS. www.datamine.gr
  • 12. 10 CAS Impact & Benefits CAS has a major impact on critical customer-related processes and decision-making practices within the modern telecom operator: activities referring to customer lifetime value, loyalty/ churn management, customer satisfaction and other CRM-related initiatives significantly benefit from direct or indirect integration with CAS, it’s functionality and regular output such as enhanced KPIs, improved applications like micro-segmentation, predictive models, churn analysis and similar. Market Overview Business Cases Loyal, Satisfied & Analytics New capabilities on the compilation Customers of what-ifs, business case/studies, Tariff comparison, analytics & Τhrough interactive, sophisticated decision support on products, performance data, market overview customer handling strategies, strategies, offerings, customized and positioning against competitors, with optimized offering based on all available immediately after discounts customer’s profile, optimal timing, installation corporate targets and priorities Installation (t0) t0 + 6 months Analytics & BI Better Tariffs, Significant enhancement of the Market Positioning typical telecom Business Intelligence Through efficient, interactive infrastructure. Tariff Analytics, product development processes performance indicators, advanced along with advanced customer traffic pattern analysis have re- targeting. Innovative tariffs, with CAS defined the use of analytics within measurable performance leading the corporation to better market positioning and competitiveness Next Best Activity, Best Tariff Advise and customer lifecycle modeling - are all excellent examples of CAS positive impact in understanding the market, your offering, competitors as well as each single customer. Systematic tariff plan suitability and performance figures along with Social Network metrics, Customer’s Network Value and Traffic Patterns establishes a major, enterprise-wide, information enrichment process. CAS
  • 13. 11 Customer Base Growth Customer Handling Strategies CRM Effectiveness Competitiveness Customer Satisfaction Optimized Offerings, Revenue Control Churn Management Customer Intelligence Market Intelligence Competition Analysis System
  • 14. 12 ““ Understand your customers; Understand your customers; analyze your own pricing models analyze your own pricing ” ” against competition competition models against CAS
  • 15. 13 Assessing Customers Innovative customer assessment tools through powerful analytics components Rich interactive user interfaces along with powerful analytical options enable instant, multidimensional analysis of tariffs against any single subscriber. With a click of a button you get tabular data or interactive visualizers on: • Tariff suitability for the subscriber • The best owned or market offering for the customer • The recommended (via business rules) tariff transition for the customer (along with impact figures) • The distribution of all eligible tariffs against their monetary distance from current • A wide range of configurable statistics including ARPU, AMOU, SNA metrics, Tariff assessment results, expected figures, all versus baselines, segment memberships and trends www.datamine.gr Competition Analysis System
  • 16. 14 Negotiating with Customers Optimized customer handling, effective customer acquisition CAS enables efficient, optimized in-store customer negotiation: your agent submits subscriber’s MSISDN and receives a personalized negotiation space, enriched with cost/ benefit information, traffic patterns, hints and supportive information. Subscriber’s response can be captured during the negotiation process, leading to a rich, invaluable corporate-subscriber interaction history. Customer’s request Forward to CAS Any type of related request such Agent simply submits the MSISDN or as tariff inquiry, bill complaint, other customer identifier, along with a tariff change advice, portability classification of customer’s request Existing customer Agent CAS Optimal proposal Set of suitable proposals The most appropriate proposal for CAS applies all the complex business the specific customer, according to rules on customer’s financial, traffic active business policies, suitably and re-rating information and compiles communicated and supported a set of proposals, providing certain benefits to the customer, while balancing corporate costs CAS
  • 17. 15 “ Aggressive campaigns, strong quantitative arguments, outstanding ” customer acquisition rates For potential customers, where no traffic information/ invoice history is accessible, CAS utilizes a powerful billing approximation engine: a pattern-based estimator of tariff proposals for a candidate customer. The only input in this case is the traffic pattern as provided by the candidate customer, verbally or through demonstration of a copy of a recent invoice from current operator. Potential customer’s inquiry Forward to CAS Candidate customer submits a Agent simply submits traffic statistics, recent bill or describes his/her as found on customer’s bill, along with owned traffic pattern a classification of customer’s request Potential customer Agent CAS Present proposal, negotiate Get negotiation set The most appropriate tariff proposal for CAS applies all the complex business the candidate customer, according to rules on customer’s traffic pattern and active business policies, suitably packed generates a set of proposals, providing and communicated. Interaction with the certain benefits to the customer, while negotiation set, for a different proposal meeting sales priorities according to customer’s feedback Competition Analysis System
  • 18. 16 “ … accurate answers to challenging business questions through simple, interactive scenarios ” against terabytes of complex data CAS CAS
  • 19. 17 Recommendation Engine Enable automatic, personalized, Navigate recommendations Customer can explore recommendations, fully managed tariff proposals for review, dismiss or rate specific items, trigger tariff change procedure or ask for qualifying customers more information A self-service component of CAS, launched through Existing customer your corporate web-site under ‘My Account’ section or via smart phone mini-application. Upon login, your customer receives proposals, triggers or tariff –related Get recommendations messages, all satisfying certain business rules and CAS applies all the complex business constraints. Your customers enjoy rules on customer’s traffic pattern and generates a set of well prepared highly-targeted, personalised offerings, while you retain Customer login info proposals, in the form of promotional full control over any associated costs, goals Customer logins to myAccount HTTP:// messages, hyperlinks , mini-adds, or and corporate strategies. section of your corporate web in a structured, bill-like presentation of Your Portal / myAccount portal. The system retrieves the alternatives The logic behind this automated proposal is fully customer profile and related information managed by business rules and constraints ensuring minimization of any involved costs, and also a progressive nature in communicating the proposed tariffs to the customer. The presentation type/style, feedback capabilities and attached actions are all managed through Request recommendations CAS recommendation engine. Analytics, reporting Login event triggers automatic customer and performance assessment closes the loop for this assessment through CAS Tariff intelligent customer communication component. Recommendation Engine, which applies all available corporate policies, and serves your customer with a set of highly personalized, well CAS studied tariff proposals www.datamine.gr Competition Analysis System
  • 20. 18 Business Applications CAS generates multiple, measurable results in several dimensions. The value of information generated, brings a major impact on both micro and macro decision making processes of the modern telecom: optimum customer handling, increased customer satisfaction level, competitive market positioning along with controlled costs. Anti–attrition + Data modeling + Sales support ‘Save’ processes significantly benefit from CAS CAS supports the need to study the customer base The system can facilitate the design of specific comparative information: cancellation/port-out with the tariff suitability/ performance perspective scenarios based on actual or simulated traffic data, requests, tariff plan change inquiries or even through two major options: (A) use CAS reporting for sales activities. Particularly useful for corporate bill-related complaints, are best handled by a tools, parameterize, fine-tune and export sample of (business) account presales or retention activities: sales CAS-connected agent: CAS decision support customers or segments for further modeling and (B) professionals demonstrate the performance of the components combine analytical tariff model export raw customer data (best-tariff set of metrics) selected tariff models, against a complex, well-studied, comparison output with standard customer’s data for a specified customer subset and load to existing realistic (actual or artificial) traffic dataset that clearly (traffic profiling, trends, demographics, segmentation analysis applications available (such as data mining or promotes the advantages of these tariffs. and more), execute the predefined business logic and reporting tools) in order to take advantage of additional finally generate the Tariff Negotiation frame: this is a customer attributes and metadata. ‘safe’ space providing agents the flexibility to propose alternatives to customers according to corporate policies and business constraints. CAS
  • 21. 19 Tariff development CAS supports the definition of candidate tariff models (either from scratch or as a variation of an existing- production model) and the repetitive execution against either virtual CDR packages or against any specific segment of customers found in the customer base. This functionality can significantly improve product development processes. In certain cases the system can reveal market opportunities for innovative models through systematic what-if analysis. Competition Analysis System
  • 22. 20 Product Architecture CAS has been designed with a modular, component-based approach, in order to meet high performance, scalability and portability requirements. CAS.Studio follows the ‘smart client’ architecture which combines advantages such as full web connectivity and rich, windows graphical user interfaces. CAS.Advisor is packed as a web application available through intranet, for massive use through POS. CAS Rating and Billing engine provides outstanding flexibility and performance: sophisticated in-memory processing models enable interactive billing scenarios and tariff comparison data. CAS core Billing Engine components support: • Scaling on both period and within call aggregations • By-Reference tariff definition, version control, full tariff lifecycle tracking • Bundle packages in several units of measurement • Embedded random sampling algorithms enabling • Bundle carry-over and shared bundles full, random, ad-hoc or segment-driven billing • Dual billing alignment mode • The Chooser Concept, depicting the cheapest tariff (billing/calendar period arrangement) from a predefined set, for each customer, for every • Selected numbers concept, with automatic given month estimation of customer’s choices A subset of ‘CAS.WS – Communication layer’ is marked as public – available throughout the enterprise for custom application development. This provides a great flexibility in answering special application integration needs, client application development or support of quality assurance procedures. CAS ETL layer consists of a set of robust components capable of systematically gathering, loading and processing large volumes of customer related data. With the fully customizable ‘External Adaptor’, CAS can handle any input scenario (historical files, deltas, database integration, FTP-based file gathering) with embedded, advanced data validation logic. Specialized reporting and alerting components ensure sufficient administrative information flow. Integration components and specialized interfaces ensure effective communication with external systems (such as CRM, the Billing system or the data warehouse) either to collect information or to publish execution results. CAS
  • 23. 21 CAS Studio CAS Advisor (R) CAS Advisor (P) Custom Apps CAS Presentation Tariff admin, Policies, Rating-Based Tariff Profile-based Tariff Mobile apps Reporting for experienced Advisor for existing advisor for existing or new Portal power users, Business customers. Based on customers (on computed/ My Account analysts, Product exact rating and billing declared traffic pattern) Intranet apps managers processing CAS WS Core Web services Public Web services CAS Core components Business Case Builder CAS Server Components Traffic Simulation Engine Analytics Studio Online Recommendation Discount Management SNA - Social Network Analysis CAS Connector CAS ETL Corporate Data sources External Adaptor CAS DB CAS Data Management Transformation Manager CAS.Synchro Core module Optional module External element CAS Adaptor CAS Staging DB Data storage www.datamine.gr
  • 24. 22 “ A powerful platform providing ad-hoc and systematic billing execution: continuous evaluation of business scenarios on pricing policies and their impact to the ” customer base CAS
  • 25. 23 Key Components CAS architecture enables a component-based synthesis of the solution matching your exact business needs. Flexible APIs and integration points ensure rapid deployment and further application development Market Manager Traffic Generator Import & Export Wizards One of the core modules, Market Manager provides The CDR generator wizard provides advanced Easy to use, wizard-like components for flexible data advanced functionality for creating, managing, simulation capabilities for generating packages of CDRs import or export (customers, segments, contracts, monitoring and analyzing markets. according to user-defined shape. The system allows traffic and more), featuring embedded random sampling naming, storing and administering the CDR set, as well tools for further managing volume of data to process. as analyzing its synthesis through specialized reports. Tariff Plan ‘Configurator’ This provides significant flexibility to the analyst by Sensitivity analysis, parameterization and making it possible to prepare certain sets of named benchmarking of tariff models, for testing and product and fully understandable CDR packages to be used as a Analyzer – Standard Reporting development purposes: provided a fixed, well defined, standard input for quick tariff assessment. Specialized, predefined reporting including powerful traffic data set, Tariff Plan ‘Configurator’ enables reports such as the ‘Market summary’ (a quick estimating the change in volume and revenue figures evaluation of all operators and tariff plans within the followed by a change in parameters of the tariff plan. selected market and based on the predefined traffic data Tariff Manager set), the ‘Tariff performance per segment’ (standardized Provides sophisticated tariff plan administration tools, Tariff analysis applied against specific, predefined Rating Engine including tariff loader, tariff builder, tariff validator, segments of customers) and the ‘Tariff transition CAS high-performance, in-memory Rating Engine specialized viewers and analyzers. It is based on impact’ (Transition matrix per segment of customers, supports both interactive and batch rating and billing. data-driven intelligent Graphical User Interfaces presenting the total cost (benefit) for the company This is a fully parameterized engine with several options enabling non-specialist to easily create and use (customer)). CAS provides standard export utilities (MS regarding I/O available to any valid tariff plan (actual or complex tariff plans (ensuring consistency through Office, PDF, XML) for all the reports. hypothetical one) against any traffic data set (actual or automatic, statistics-based user’s entry validation). simulated). Tariff workflow enforces certain business rules towards the release of a tariff to POS level. Provided an active subscription to datamine’s tariff provisioning service, CAS Tariff Connector enables online, systematic and unattended tariff database synchronization (through web connectivity). Competition Analysis System
  • 26. 24 Segment Designer Segmentation scheme development, automatic profiling, export mechanisms featuring random sampling techniques Innovative tools for creating, maintaining and analyzing customer segments, policies (business rule packages) and decisioning configuration. Segment Designer makes segment-related processes efficient and more interactive. Simplifies the complexity of rule definition through a powerful graphical user interface offering instant generation of statistics and previews of customers-members of the segment, immediate segment profile analysis, along with user-defined random sampling on the resulting customer set. A new, marketing-friendly approach for the campaign target group definition process. CAS
  • 27. 25 Discount Manager Offer personalized discounts, monitor and analyze impact CAS enables interactive discount scheme definition, analysis and management. Business users can create flexible discount schemes, evaluate costs and expected outcomes under certain hypotheses, and assign each scheme to a specific customer, group of customers, segment or tariff. Specialized performance assessment reports along with KPIs for analyzing the impact of discount models regarding customer base health, are embedded in this component. “ … loyalty and customer satisfaction through intelligent, highly ” personalized discount models www.datamine.gr Competition Analysis System
  • 28. 26 Analytics Studio A sophisticated, interactive reporting environment featuring modern Business Intelligence tools Enables powerful, historical analysis of your customer base against any commercially available tariff offered in the market. Specialized metrics such as distance from the next or best eligible tariff for each specific subscriber enable definition of intelligent pricing & customer handling strategies. Advanced multidimensional reporting against tariff performance data - a sophisticated data analysis and presentation layer, offering access to cubes, dashboards and data mining modeling outcome. Advanced CDR modeling (featuring traffic patterns, price analytics) can be offered as additional, tailor-made packages, focusing in churn modeling/ prediction, campaign optimization, customer satisfaction and propensity to buy modeling. External Business Intelligence applications benefit through CAS.OLAP data objects. The integrated customer data marts and/or data warehouses can be systematically enriched with a new range of tariff performance metrics (tariff suitability, distance from optimal, usage patterns) as well as existing reporting, analysis, and decisioning processes. Senior business users can define new views or perspectives on the customer base related KPIs, introducing aspects such as price-sensitivity, price awareness, competitive ranking. CAS
  • 29. 27 Social Network Customer Customer Analysis - SNA layer 001 002 Identify, visualize and use physical customer interconnections in your commercial strategies This advanced module consists of datamine’s Customer Customer 004 algorithms and data manipulation components 003 enabling the identification of structural patterns based Customer on the systematic communication among customers 005 – clusters of customers within the customer base (naturally defined based on interaction patterns). CAS SNA allows spotting customers with increased ‘network value’, identification of the network importance of each single customer, formulation of sub-networks, cliques based on usage patterns, Customer 011 estimation of the network impact of customer loss etc. Customer Important use cases of this advanced analytical 012 customer information can be designed in domains such as CRM, Anti-Attrition, Campaign management, customer base insight, Fraud detection, Bad debt management, product development. The output of SNA engine is directly available to CAS components, thus boosting customer analysis & handling capabilities Customer (for instance use Segment Designer for SNA-related 015 customer filtering and segment/policy definition). Customer Customer 014 016 Competition Analysis System
  • 30. 28 The Tariff Advisor Enable customer touch points with intelligent tariff recommendations Web enabled applications available through the • CAS Tariff Advisor (P) intranet for POS/ Agents, dealing with owned (existing) This is a variation of the above, differentiated on customers. This component serves agents with a the rating/ billing approach: this version performs tariff negotiation framework for existing customers an approximation of the billing outcome, based not according to active corporate policies. on CDRs but on subscriber’s traffic pattern. The • CAS Tariff Advisor (R) traffic pattern can be derived from actual CDRs This is a subset of CAS customer assessment (in the case of an existing customer) or submitted functionality, targeting a wider audience with less through the application (from the agent according experience in tariff modeling and related processes. to the information submitted from the prospect This utility hides process complexity, and presents in customer). This could also be integrated into the a user-friendly, direct and robust way all the web portal, for customer self-experimentation with necessary information on customer’s tariff suitability alternative tariffs. This is a highly customizable and related proposals as generated through the component. released business policies. This is a highly • Online Recommendation engine (web) customizable component. Advanced component enabling integration with corporate portal, under ‘myAccount’ section. CAS
  • 31. 29 Simulation & What-If Define complex comparison scenarios, business cases and perform interactive sensitivity analysis through CAS Business Case Builder Wizard-like processes enable the definition of realistic business scenarios through a set of simple steps: • Define Customer Sets for analysis: Business users may define complex set of customers (including balanced random samples against existing segmentation schemes), save, share and administer groups for repeating analysis or reference/ baseline • Perform Customer Set Profiling through standardized analysis templates • Define assumptions to be used for analysis and impact estimation (such as transition rates towards certain tariffs, churn rates or expected traffic impact) • Define the output to be generated (selected metrics per customer/ tariff/ policy applied) • Analyze or export customer-level comparison results for further external processing • Schedule execution of certain analysis packs as repeating tasks and receive notification when completed Traffic Simulation Engine enables compilation of user-shaped sets of artificial CDRs, following customizable patterns. Advanced tools enable sensitivity analysis against tariff configuration scenarios, impact estimations in terms of revenue, churn and other predefined key performance indicators. www.datamine.gr Competition Analysis System
  • 32. 30 “ … predictive models, sophisticated statistical and data mining services, generating business knowledge and ” actionable results CAS
  • 33. 31 Analytics & Modeling Services Data modeling, data analysis, data mining services Extending CAS through additional analytical /modeling services. The typical output provided by CAS may be used for enriching processes such as data mining model development, analytical reporting, statistical analysis or any other data-intensive activity. Specifically for churn prediction and analysis, CAS metrics such as ‘distance from optimum tariff’ or ‘positioning from competitor’ are expected to create significant difference as independent variables in any well-defined model on churn. Advanced business intelligence services Specialized data integration, reporting or Business Intelligence components are offered as packages of customization/ extension services. Our domain experts collect analyze and model your business requirements leading to specialized component customization or development of your own instance. Tariff provisioning services This is a subscription service, based on automatic market monitoring - public domain information. CAS agents collect, standardize, validate market and tariff information, which is then instantly available to the subscribed CAS instance. Competition Analysis System
  • 34. 32 About datamine Founded in January 2005, ‘datamine decision support systems ltd’ specializes in information technologies utilizing analytical components and data-intensive models. Datamine’s expertise supports the full cycle of data-demanding projects, from data analysis and quality assurance to Business Intelligence and Management Information Systems. Datamine demonstrates numerous success stories featuring innovative analytical solutions for the Banking and Telecom sectors. Datamine is based in Athens, Greece. “ … we are committed in designing intelligent software dealing with challenging business scenarios. We use advanced information technologies to deliver innovative solutions to enterprise decision ” makers and strategists. CAS is a characteristic product of this corporate culture … George Krasadakis, Head of engineering and product development CAS
  • 35. 33 www.datamine.gr Competition Analysis System
  • 36. Unless you are licensed by DATAMINE under a specific licensing agreement, use of DATAMINE logos such as the DATAMINE corporate logo is not allowed. DATAMINE, DATAMINE.IT, DATAMINE information technologies & USE.YOUR.DATA are registered trademarks or trademarks of DATAMINE in the EU and/or other countries. It is not allowed to use or register, in whole or in part, DATAMINE trademarks, including its graphic symbols, logos, icons, or an alteration or variation thereof, as or as part of a company name, trade name, product name, service name or domain name or in connection with web sites, products, services, programs, on packaging, manuals, promotional/ advertising materials, or for any other purpose except pursuant to an express written trademark license from DATAMINE, such as a reseller agreement. Only DATAMINE and its authorized resellers and licensees may use the DATAMINE Logos in advertising, promotional, and sales materials and only as specified in their agreement. Use of DATAMINE trademarks in a disparaging manner or in any manner that directly or indirectly expresses or implies DATAMINE sponsorship, affiliation, certification, approval, or endorsement in relation to third-party product or service or in such a manner that it appears that DATAMINE is legally associated with a third-party company is expressly prohibited. datamine ltd, Decision support systems Tel: 0030 210 6899960, Fax: 0030 210 6899968 22 Ethnikis Antistasis avenue, Email: info@datamine.gr 15232 Chalandri, Athens, Greece www.datamine.gr