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4. thurs 130 215 trichel cutten - advanced analytics workshop

  1. Deloitte’s Analytics Symposium 2010 Customer insights and analytics workshop Jonathan Trichel Christine Cutten October 2010
  2. Agenda •Our perspective on customer insights and analytics •Deep dive: The agency of the future •Customer insights and analytics case study •Our approach to customer insights and analytics 1 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  3. Customer insights and analytics Our perspective
  4. Our clients are now asking the right questions about customer insights and analytics • How do we re-engage our core customers? An education services client • How do we sharpen our focus to attract new customers? reduced average cost per acquired • How can we leverage cutting-edge tools to strategically customer by 55% through marketing target customers and reduce marketing costs? mix modeling A telecom client generated an • How do we speak to the heart of customer wants and needs? additional 6% of revenue after developing a customer propensity • How do we optimize pricing to maximize profit? model • How can we better tailor product assortments locally? • How do we improve customer retention? A retail company improved online site experience through an • How can we improve our online customer experience? analysis of more than 12 million • How do we allocate resources more effectively to improve the online orders to identify highly- service experience? relevant item-order propensities 3 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  5. Customer Insights & Analytics is the basis for improving experience in sales, marketing, and customer service  Sales ‒ Customer Segmentation Customer ‒ Online Site Usage and Experience Analysis Experience ‒ Sales Performance Analysis  Marketing Customer Service ‒ Voice of the Customer Analysis Marketing ‒ Customer Behavior & Predictive Models Sales ‒ Campaign Targeting & Marketing Effectiveness Measurement  Customer Service ‒ Customer Profitability & Cost to Serve Customer Insights & Analytics ‒ Customer Experience Analysis ‒ Service Performance Analysis 4 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  6. As an organization’s analytical capabilities mature so does the depth of insights they deliver • Customer • Customer • Behavioral analytics insights (e.g., analysis • Predictive analytics counts, • Context and and modeling Innovation profiles, etc.) relevance • Customer attrition • Marketing KPIs modeling effectiveness • “Slice and • Fraud detection and Strategic Impact Dice” prevention functionality • Data mining and Analytical visualization Insight • Real-time behavioral analytics Query/Ad Hoc • Targeted marketing Reporting • Offer management Exploration • Price optimization Data Information Knowledge Insight and Foresight Investment in Business Analytics 5 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  7. Customer insights and analytics Marketing and the Agency of the Future
  8. The changing marketing landscape has increased the need for advanced analytics An increase in The correlation between marketing channels is advertising spending increasing the and revenue is complexity of resource changing allocation Why does my marketing organization need advanced analytics? The effects of a primary New forms of marketing channel on advertising are the efficacy of resulting in new secondary channels metrics to be are growing analyzed 7 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  9. A turnkey marketing platform will deliver an effective campaign and maximize the return on investment Marketing Financial Plng and Budgeting Marketing Financial Mgt and Reconciliation Strategic and Customer and Marketing Marketing Competitive Financial Market Procurement Financial Financial Assessment Objectives Insights Accounting Reporting Creative Successful Positioning Marketing Marketing Budgeting and Commitments Marketing Campaign Accruals spend Objectives Planning Approvals and Invoices optimization Campaign and Creative and Production Management Asset Asset Activity Plng Management Distribution Value Project Agency Calendar Asset Proposition Management Management Management Management Global Development (workflows) Distribution Brand Media Production Regional and Maximum Selection and Essence Buying Localization Print on ROI Demand Campaign and Content Creative Activity Development Development Collaboration Planning Campaign Management Database Multi Channel Campaign Segmentation Customer Calendar Marketing and Execution Management and Targeting Experience Management Data Mining (Web, Direct, Others) Customer Campaign Insights Marketing Effectiveness Reporting Feedback Advanced and Cross-Functional Analytics: Effectiveness Financial, POS, Customer Service, Media Dashboards Web Analytics Reports Mix Modeling 8 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  10. Key questions for each category can help marketing organizations prioritize opportunities to address potential service gaps Marketing Financial Planning and Budgeting Marketing Financial Mgt and Reconciliation • Who do I target? • Where is my money? • What is my strategy? Campaign and Creative and Production Management Asset Asset Activity Planning Management Distribution • What are the best value proposition? • What are my • What assets are most effective? major Production campaigns? • How do I leverage them? • Am I on time? Campaign Management • Am I getting a return on my targets? Marketing Effectiveness Reporting • Can I predict where I should target next? 9 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  11. Leveraging a 360-degree view of marketing data in an integrated approach can enable a competitive advantage Marketing Financial Planning and Marketing Financial Management and Budgeting Reconciliation • Primary and secondary customer Strategic and Financial Customer and Market Competitive • Procurement Pricing/rate information Marketing Marketing Financial Financial Assessment dataObjectives Insights • Finance and accountingReporting Accounting data • Market research Marketing Marketing • Commitments Spend data (categories,Marketing vendors, Budgeting and • Competitor dataPlanning Objectives Approvals and amounts) and Invoices Accruals spend optimization • Budgeting data • Contract information Consolidated Data and Analytics Campaign Planning and Production Asset Management Management • Single view of the customer and Distribution • Media • Accurate assessment of Media rates Selection and • Traditional and digital asset Buying marketing performance Print on • Segment information information Demand • Efficient planning and • Target lists Campaign and • Catalog data Activity budgeting • Scheduling information Planning • Tracking information • Maximized buying power over marketing suppliers Campaign Management Marketing Effectiveness Reporting • „Voice of Customer‟ data • Financial performance data • Historical campaign information • Sales data • Advanced and Cross-Functional Sales and marketingFinancial, POS, Analytics: databases • Campaign effectiveness metrics Dashboards Web Analytics • Customer Service, Media Mix Channel information Modeling • Economic data 10 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  12. Tying it all together will require advancements in the underlying marketing capabilities Marketing Strategy Marketing Organization and Capabilities • Customer insight driven • Shared services in usable segmentation and messaging areas (e.g., Advertising, • ROI based, proactive portfolio Market Intelligence, Web driven approach Marketing, and Customer Analytics) • Optimized partner collaboration and co-marketing • Outsource low value services (e.g., Database Management, • Multichannel marketing Organization and Campaign, Event Execution, approach optimizing Web and Strategy Capabilities and Approval Processes) social media • Well-defined marketing career model Marketing Tools Marketing Processes • Automated marketing • Closed looped marketing approval and execution activities linking market processes Tools Process insights with strategy and • Collaboration and execution communication tools for • Fewer redundant steps to cross-functional alignment improve efficiency and time to market • Consistent steps for approval submissions to reduce errors 11 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  13. Customer insights and analytics Case study
  14. Customer insights and analytics case study: Large insurer — Current situation • To differentiate themselves, our client is Industry changes are pushing insurance providers making a significant investment to to build capabilities that deliver higher personalization at a lower cost improve their analytics capabilities • Deloitte has been working with the client on a multi-year program designed to enhance identification, creation, and Slow industry delivery of analytics capabilities growth • The goals of the program are to: Commoditized Increased – Increase effectiveness of sales product transparency activity offerings Insurers choosing to – Improve efficiency of insurance compete on operations personalization Shifting – Support executive decision making Pricing pressure channels for from low-cost – Improve knowledge and adoption of customer insurers analytic capabilities interactions Increased – Increase retention as a result of marketing improved customer satisfaction spending 13 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  15. Customer insights and analytics case study: Large insurer — Scope and approach • Create a business case and program roadmap to support our client‟s Business Case and multiyear analytics program Roadmap Development • Identify future-state requirements for key resources, technologies, and business processes and map those against current capabilities • Develop business requirements for a multichannel insight delivery capability, Analytic Insight including redesign of sales and service processes Delivery • Use industry leading practices and leverage strong internal capabilities across the enterprise to develop requirements • Design future-state operating model for an Analytics Center of Excellence, Analytics Center of including organizational and business process design Excellence • Assess existing analytics functions against future-state design, and create roadmap to close gaps in operating model 14 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  16. Customer insights and analytics case study: Large insurer — Insight delivery Identify Create Deliver Identify potential Research, Test, and Pilot Online research topics • Conduct investigative • Test outputs Direct analysis • Design and Analytical • Formulate execute pilot Research hypotheses • Solicit and Leads • Identify incorporate analysis feedback Agent method • Build predictive model and tool Incorporate feedback 15 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  17. Customer insights and analytics case study: Large insurer — Value delivered • Identified future-state requirements for key capabilities and aligned Successful Program business and technical functions with future-state vision Execution • Developed a business case and program roadmap to help marketing department sell a multiyear analytics program to the enterprise • Improved delivery and adoption of actions identified by advanced analytic Improved Sales and techniques to improve sales and customer service functions Service Effectiveness • Improved policy retention by 300 basis points and increased acquisition rates on abandoned quotes by 200 basis points • Developed blueprint to transform existing analytics functions into a Center Improved Delivery of of Excellence that served entire enterprise Analytical Capabilities • Identified duplicative analytical activity in enterprise to be included in the Center, improved quality, efficiency and consistency in analysis used to support business decision making 16 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  18. Customer insights and analytics Getting started
  19. Deloitte’s approach focuses on delivering business value through continuous analytic capability development Formulate Strategy Clearly articulate the value and vision Retrain the Develop & Use Organization Insights Create a culture of Deploy specific fact-based decision tactics across the making Continuous organization Improvement Establish Analytics Build Data and IT Function Capabilities Obtain and organize Find and manage data and technical the required talent infrastructure 18 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  20. Summary: Customer insights and analytics • Link objectives with clear business drivers • Know your data • Start Simple • Leverage existing insights • Make it actionable and measurable • Test and learn 19 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  21. Questions?
  22. Contact information Jonathan Trichel Principal Deloitte Consulting LLP jtrichel@deloitte.com Christine Cutten Principal Deloitte Consulting LLP ccutten@deloitte.com 21 Customer insight & analytics workshop Copyright © 2010 Deloitte Development LLC. All rights reserved.
  23. "This presentation contains general information only and is based on the experiences and research of Deloitte practitioners. Deloitte is not, by means of this presentation, rendering business, financial, investment, or other professional advice or services. This presentation is not a substitute for such professional advice or services, nor should it be used as a basis for any decision or action that may affect your business. Before making any decision or taking any action that may affect your business, you should consult a qualified professional advisor. Deloitte, its affiliates, and related entities shall not be responsible for any loss sustained by any person who relies on this presentation. About Deloitte Deloitte refers to one or more of Deloitte Touche Tohmatsu Limited, a UK private company limited by guarantee, and its network of member firms, each of which is a legally separate and independent entity. Please see www.deloitte.com/about for a detailed description of the legal structure of Deloitte Touche Tohmatsu Limited and its member firms. Please see www.deloitte.com/us/about for a detailed description of the legal structure of Deloitte LLP and its subsidiaries. Copyright © 2010 Deloitte Development LLC. All rights reserved. Member of Deloitte Touche Tohmatsu Limited