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OR
Analytics Control Technology

Many trade-offs are bothering
your decisions?
Which parameters matter most?
What should be optimized?
What fashion and financial
markets have in common in
the everyday world?

Decision Science for a better world!
Robust models, fast algorithms
and high-quality solutions.
Hard problems require “smart”
rather than “brute force”
approach.
Math-models running
confidently!
Skilled OR-focused PhD engineers
chase techniques that offer high
returns.
Don’t risk! Refer to a specialized team and on vertical math technologies.
www.act-OperationsResearch.com
Company’s overview
At ACT-OR we make it possible to rationally decide
by applying scientific method to business and financial
decisions. We use models (“analytics”) to forecast
outcomes and draw on decision support systems to
automatize optimal decision making.
Whether you should launch a new product, promote a
mature one, make an investment in a new warehouse,
production line, plant or you are just struggling with a
very constrained problem, a team of highly qualified,
quantitatively skilled engineers and R&D science
graduates will come up with the best solutions for
your business process.

Products’ core
features
Data-based companies like yours trying to
take advantage from analytics may experience something wrong and blaming the world.
You’d better off take your analytics with a
grain of salt: the models you use may sometimes be full of surprises, faulty or not
advanced enough.
At ACT-OR, whether they are high frequency, short to long term, our models and algorithms are built and tested on real-world
conditions, and designed to self-adjust based
on problem characteristics.
Even if you call them forecasts, estimators,
or predictors, our models make and may
blend them through linear, nonlinear, or
machine learning approaches. Our customers
use them to anticipate the direction, magnitude, and/or duration of future patterns (e.g.,
demand) with enough accuracy while taking
the right amount of conscious exposure to
volatility.

They pick the right input data from your business process,
spot data quirks that would otherwise cause anomalies,
process data with our black box - a combination of forecasting, optimization, simulation, and optimal control theory
models – and produce profit outputs for our customers.
Many math-technology companies will claim specialist
knowledge but very few strike the right balance between
cross-engineering background, math-modeling capabilities, industry insights, market experience, strong research partnerships and real international network we can
offer.
ACT Operations Research is a privately held
company with offices in Italy, the UK and USA.

When it comes to solve a model, our
algorithm libraries fasten the transfer of
theoretical results into industry applications. Whether your system seeks to find
solutions either for linear traditional problems
with few variables, slightly more complicated
problems with nonlinear constraints or for
large-scale, nonlinear global optimization problems, our algorithms find optimal solutions
at a warp speed while keeping the time and
space they consume at bay.
Which is why we balance several trade-offs
on different properties or relax the requirements (e.g., when local minimum are reached instead of a global optimum) when it is
worth doing that. And, where the problems
to solve are more complex and involve
a dynamic system, our algorithms are
capable to solve certain classes of optimal
control problems while having in mind the
cost of changing control.
Finally, when it comes to execution we
overcome the challenges (e.g., parallel computation) coming from big data and use smart
programming models and implementation
techniques to quickly process large data set.
Breadth of
functionalities

The value: business
benefits

ACT-OR’s products integrate functionalities that let
you deeply sense your business patterns through
your own-built scenario so to explore and test how
your actions fit with your decisions. It’s not all about
look-and-feel, drill-down, alerts, and warnings.
Besides looking at the granularity, or deciding the
measures of your I/O data, you may want to set your
parameters to see how to improve performance, set
service levels to enhance customers’ retention, you
can drag in, pull out your goals, constraints and your
own calculations too. Finally, you may want to waive
something at your advantage with embedded special
functionalities (e.g., fuzzy logic).

There is always room for improvements. Increase
productivity (e.g., space, fleet, workforce deployment),
reach sales’ targets, profit uplift, enhance customer
service and retention (e.g., customer-shelf wants, ontime delivery), business control and work environment
(e.g., less work pressure).

Practice
•	
•	
•	
•	

Forecasting
Optimization
Simulation
Process Control

IT integration and
scalability
Whilst spread-sheets and management software
(e.g. ERP TMS, WMS) can help managing
,
information, without mathematical techniques
the best decisions cannot be formulated. That’s
why a number of vendors integrate math-based
construction components into their standard,
off-the-shelf, applications. A new “make-up”
trend is on the way and our customers are
complementing packaged solutions with our
analytics-based products, advanced optimization
and sophisticated engines.
Whether they are deployed as engines or as
on-premise/Web-service applications, ACT-OR
products easily integrate with more applications
and planning tools, data-warehouse platforms
and are scalable to large data sets (e.g. millions
SKUs) and events.

Usability
ACT-OR’s products users can easily navigate the
system as configurable user interface (UI) look and
feel, simple design and intuitive navigation let you
personalize the view, highlighting their capabilities.
Multiple dashboards can be customized based
on what metrics you need to track to fit the needs
of your organization. ACT-OR’s applications
interface to ERP, TMS and WMS.

Operational domain
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	

Fleet
Crew / Workforce
Warehouse
Store
Branch
Service centre
Call centre
Port / Airport
Control room
Production line
Factory
Hospital
Plant
Vertical Markets
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	

Chemical
Consumer Goods
Mill & Mining	
Oil & Gas
Pharmaceutical
Pulp & Paper
Utilities & Energy
Aerospace & Defence	
Automotive
Engineering & Construction
High Tech
Education and Research Services
Financial Services
Healthcare
Telecommunication & Media
Government & Public Services
Retail & Wholesale
Transportation & Logistics

ACT Operations
Research
capabilities:
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	
•	

Simulation, Optimization, Forecasting and
Control
Algorithms and models
Engineering and decisions sciences
Advanced planning and scheduling
techniques
Management and optimization of fleets and
transportation
Optimization of warehouses
Optimization of production
Optimization of networks and supply chains
Optimal location (plant, warehouse, points
of sale, resources)
Forecasting of demand
Revenue and trade optimization

OR

Main products
RETAIL - DISTRIBUTION
Before! Predictive Analytics:
•	 Before! Forecasting | predictive models,
cherry-picked
•	 Before! Promo Forecasting | predict
promotional outcomes
Before! Market Analytics:
•	 Before! Known Value Items Analysis | spot
the Top-200 customer sensitive items
•	 Before! Competitive Analysis |
multi-dimensional sales analysis
•	 Before! Category Efficiency Analysis |
dynamic store benchmarking
TRANSPORTATION
•	 OPT Shipping | stores replenishment and
inventory procurement
•	 OPT Net | multi-level distribution network
design
•	 OPT Runner | a multi-stop, pick-up & delivery
truck route optimization and fleet scheduling
system
•	 OPT Loading | loading and palletizing
optimization
•	 OPT Vessel | math-based maritime planning
& scheduling technology.
•	 OPT Warehouse suite:
- OPT Picking | picking lists and optimized
schedules
- OPT Display | items positioning on shelves
- OPT Stock | loading and palletizing
optimization
- OPT Cluster | items grouping
- OPT Sizing | shelves and racking dimensioning
•	 NET Solver – RTD | optimal dispatching in
automated warehouse
SIMULATION (resale)
•	 Arena | the most used simulation software
package
•	 Simio | the newest simulation software package
•	 Scenario Navigator | Make easy complex
scenarios analysis
At ACT-OR we draw on reputable third-party
environments, computational and simulation
tools including Dymola, Matlab, Simulink and
Lab View.

Analytics Control Technology

www.act-OperationsResearch.com

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ACT Operations Research The Company

  • 1. OR Analytics Control Technology Many trade-offs are bothering your decisions? Which parameters matter most? What should be optimized? What fashion and financial markets have in common in the everyday world? Decision Science for a better world! Robust models, fast algorithms and high-quality solutions. Hard problems require “smart” rather than “brute force” approach. Math-models running confidently! Skilled OR-focused PhD engineers chase techniques that offer high returns. Don’t risk! Refer to a specialized team and on vertical math technologies. www.act-OperationsResearch.com
  • 2. Company’s overview At ACT-OR we make it possible to rationally decide by applying scientific method to business and financial decisions. We use models (“analytics”) to forecast outcomes and draw on decision support systems to automatize optimal decision making. Whether you should launch a new product, promote a mature one, make an investment in a new warehouse, production line, plant or you are just struggling with a very constrained problem, a team of highly qualified, quantitatively skilled engineers and R&D science graduates will come up with the best solutions for your business process. Products’ core features Data-based companies like yours trying to take advantage from analytics may experience something wrong and blaming the world. You’d better off take your analytics with a grain of salt: the models you use may sometimes be full of surprises, faulty or not advanced enough. At ACT-OR, whether they are high frequency, short to long term, our models and algorithms are built and tested on real-world conditions, and designed to self-adjust based on problem characteristics. Even if you call them forecasts, estimators, or predictors, our models make and may blend them through linear, nonlinear, or machine learning approaches. Our customers use them to anticipate the direction, magnitude, and/or duration of future patterns (e.g., demand) with enough accuracy while taking the right amount of conscious exposure to volatility. They pick the right input data from your business process, spot data quirks that would otherwise cause anomalies, process data with our black box - a combination of forecasting, optimization, simulation, and optimal control theory models – and produce profit outputs for our customers. Many math-technology companies will claim specialist knowledge but very few strike the right balance between cross-engineering background, math-modeling capabilities, industry insights, market experience, strong research partnerships and real international network we can offer. ACT Operations Research is a privately held company with offices in Italy, the UK and USA. When it comes to solve a model, our algorithm libraries fasten the transfer of theoretical results into industry applications. Whether your system seeks to find solutions either for linear traditional problems with few variables, slightly more complicated problems with nonlinear constraints or for large-scale, nonlinear global optimization problems, our algorithms find optimal solutions at a warp speed while keeping the time and space they consume at bay. Which is why we balance several trade-offs on different properties or relax the requirements (e.g., when local minimum are reached instead of a global optimum) when it is worth doing that. And, where the problems to solve are more complex and involve a dynamic system, our algorithms are capable to solve certain classes of optimal control problems while having in mind the cost of changing control. Finally, when it comes to execution we overcome the challenges (e.g., parallel computation) coming from big data and use smart programming models and implementation techniques to quickly process large data set.
  • 3. Breadth of functionalities The value: business benefits ACT-OR’s products integrate functionalities that let you deeply sense your business patterns through your own-built scenario so to explore and test how your actions fit with your decisions. It’s not all about look-and-feel, drill-down, alerts, and warnings. Besides looking at the granularity, or deciding the measures of your I/O data, you may want to set your parameters to see how to improve performance, set service levels to enhance customers’ retention, you can drag in, pull out your goals, constraints and your own calculations too. Finally, you may want to waive something at your advantage with embedded special functionalities (e.g., fuzzy logic). There is always room for improvements. Increase productivity (e.g., space, fleet, workforce deployment), reach sales’ targets, profit uplift, enhance customer service and retention (e.g., customer-shelf wants, ontime delivery), business control and work environment (e.g., less work pressure). Practice • • • • Forecasting Optimization Simulation Process Control IT integration and scalability Whilst spread-sheets and management software (e.g. ERP TMS, WMS) can help managing , information, without mathematical techniques the best decisions cannot be formulated. That’s why a number of vendors integrate math-based construction components into their standard, off-the-shelf, applications. A new “make-up” trend is on the way and our customers are complementing packaged solutions with our analytics-based products, advanced optimization and sophisticated engines. Whether they are deployed as engines or as on-premise/Web-service applications, ACT-OR products easily integrate with more applications and planning tools, data-warehouse platforms and are scalable to large data sets (e.g. millions SKUs) and events. Usability ACT-OR’s products users can easily navigate the system as configurable user interface (UI) look and feel, simple design and intuitive navigation let you personalize the view, highlighting their capabilities. Multiple dashboards can be customized based on what metrics you need to track to fit the needs of your organization. ACT-OR’s applications interface to ERP, TMS and WMS. Operational domain • • • • • • • • • • • • • Fleet Crew / Workforce Warehouse Store Branch Service centre Call centre Port / Airport Control room Production line Factory Hospital Plant
  • 4. Vertical Markets • • • • • • • • • • • • • • • • • • Chemical Consumer Goods Mill & Mining Oil & Gas Pharmaceutical Pulp & Paper Utilities & Energy Aerospace & Defence Automotive Engineering & Construction High Tech Education and Research Services Financial Services Healthcare Telecommunication & Media Government & Public Services Retail & Wholesale Transportation & Logistics ACT Operations Research capabilities: • • • • • • • • • • • Simulation, Optimization, Forecasting and Control Algorithms and models Engineering and decisions sciences Advanced planning and scheduling techniques Management and optimization of fleets and transportation Optimization of warehouses Optimization of production Optimization of networks and supply chains Optimal location (plant, warehouse, points of sale, resources) Forecasting of demand Revenue and trade optimization OR Main products RETAIL - DISTRIBUTION Before! Predictive Analytics: • Before! Forecasting | predictive models, cherry-picked • Before! Promo Forecasting | predict promotional outcomes Before! Market Analytics: • Before! Known Value Items Analysis | spot the Top-200 customer sensitive items • Before! Competitive Analysis | multi-dimensional sales analysis • Before! Category Efficiency Analysis | dynamic store benchmarking TRANSPORTATION • OPT Shipping | stores replenishment and inventory procurement • OPT Net | multi-level distribution network design • OPT Runner | a multi-stop, pick-up & delivery truck route optimization and fleet scheduling system • OPT Loading | loading and palletizing optimization • OPT Vessel | math-based maritime planning & scheduling technology. • OPT Warehouse suite: - OPT Picking | picking lists and optimized schedules - OPT Display | items positioning on shelves - OPT Stock | loading and palletizing optimization - OPT Cluster | items grouping - OPT Sizing | shelves and racking dimensioning • NET Solver – RTD | optimal dispatching in automated warehouse SIMULATION (resale) • Arena | the most used simulation software package • Simio | the newest simulation software package • Scenario Navigator | Make easy complex scenarios analysis At ACT-OR we draw on reputable third-party environments, computational and simulation tools including Dymola, Matlab, Simulink and Lab View. Analytics Control Technology www.act-OperationsResearch.com