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impetus analytic e-solutions 
building actionable analytical solutions 
For more information, please contact: 
Karthik Narayanan – kn@impetusanalytics.com / +91-99401-91875
Executive Summary 
WHATWE DO 
Impetus helps customers Design, Build and 
Implement Actionable Analytical Solutions 
that help Rationalize Inputs, Measure 
Risks, Predict Business Outcomes and 
Understand Customer Behaviour. 
KEY PRODUCTS AND SERVICE AREAS 
• Home-grown Cloud enabled Analytics 
Platform 
• Proven capabilities in CPG, Luxury Retail, 
Supply Chain, and Distribution 
• Domain specific, Functionally Oriented 
Analytical Services 
KEY PEOPLE 
• Management Team with specific 
experience in Technology, Statistics, 
and Horizontal Service Delivery 
• 10+ Technology specialists with Senior 
resources 4+ years in Impetus 
• Domain experts, Data Scientists on a 
consulting basis 
• Executives for Data Asset Management 
KEY CLIENTS 
• One among Top 3 Marketing and 
Media Analytic Services company 
• A 40 year old Jewellery and Luxury 
Retail firm 
• The top 4 Market Research agencies in 
India 
• World’s Leading source of commercial 
information and insight on businesses 
About us
Services Stack 
Data 
Visualization 
Finance 
Statistical 
Modeling 
Research and Work in 
Progress 
Optimization Simulation 
Retail 
• Marketing ROI – Measure 
effectiveness of Marketing 
campaigns 
• Conversion Analysis – 
Measure Interest, Intent 
and Purchase 
• SKU Rationalization 
• Next Best Offer 
• Purchase Likelihood 
Estimate 
• Market Basket Analysis 
• Credit Scoring and Risk 
Analysis / Modeling 
• Propensity to Pay on Time 
• IRR analysis based on 
Product Mix 
• Geography based 
Profitability 
• Cash flow prediction based 
on collections probability 
• Treasury Services – Precious 
Metal Value Assessment 
Renewable 
Energy 
Automotive 
Vertical Specialization – for Businesses 
Horizontal Offering – for Analytics Partners 
Ability to quickly add a new 
vertical; Scalable horizontal 
offering with home-grown, select 
Open-source Tech platforms
Technology Stack 
Visualization Simulation 
Modularized, Uniform Interface 
Statistical 
modules 
Optimization 
Engine 
Arithmetic 
modules 
Business Logic 
Data 
Management 
Layer 
Data Access Layer 
Best-in class technologies carefully 
selected for speed-to-market, scalability
Case Study – A leading marketing analytics services firm 
Value Delivered 
• Reduce modeling time by over 70% using 
our innovative grid search algorithm 
• Easy to integrate to your existing databases 
• Ready to use templates for ease of 
publishing results 
• Build scenarios and compare – social 
collaboration within your enterprise to keep 
track of what works 
Case Study 
Effect of interventions by customer and 
competition on sales volume 
Workbench Setup for data exploration 
Model Results exploration and Web-based 
scenario builder
Case Study - B2B Customer Risk / Credit Analysis 
The business problem 
• Client is a leading distributor of premier 
industrial products & over 4000 customers 
• With 7 divisions and a wide segment of 
customers, the client engaged Impetus to 
help build a comprehensive credit and 
collection policy that ensured timely cash 
flows keeping in mind the challenging 
market conditions 
Impetus Framework and Findings 
 Visualized and analysed transaction 
information from 2008-13 
 Different divisions in the company had 
drastically different price ranges 
 These clusters were pareto-distributed 
Case Study 
within a division 
 Built a classification model based on 
customer’s past purchase amount, 
payment pattern across product 
categories within a division 
 Each customer was bucketed into a 
maximum of 3 segments depending on 
their exposure and purchase frequency 
By implementing customer-product appropriate credit terms and an internal 
collections strategy, client improved cash flows by 17%
Technology Architecture 
Data Store 
• Store transaction 
and summary data 
• Impetus enriched 
data sources 
Data 
Harmonization 
•Master data 
management 
•Data transformation 
services 
Data 
Visualization 
• Interactive 
simulation 
•Charting and 
reports 
Analytics Engine 
•Models built using 
statistical packages 
•Custom analytic 
code in advanced 
programming 
languages
Following are some sample services provided in three of our key focus areas 
Retail – Consumer goods, 
luxury 
• Measure effectiveness 
of marketing campaigns 
• Conversion analysis – 
measure interest, intent 
and purchase 
• SKU rationalization 
• Next best offer 
• Next best store location 
• Purchase likelihood 
estimate 
• Market basket analysis 
– near real-time 
optimization for 
ecommerce 
B2B Distribution / 
Logistics / Infrastructure 
• Domain research 
services 
• Environment factor – 
research services – 
macro-economic 
indicators 
• Functional analyses – 
finance, supply chain, 
customer service 
• Cross-functional models 
– customer stickiness, 
on-time delivery 
estimate 
Financial services 
• Credit scoring and risk 
analysis / modelling 
• Propensity to pay on 
time 
• IRR analysis based on 
product mix 
• Geography based 
profitability 
• Cash flow prediction 
based on collections 
probability 
• Treasury services – 
precious metal value 
assessment 
Services

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Impetus analytics - Profile

  • 1. impetus analytic e-solutions building actionable analytical solutions For more information, please contact: Karthik Narayanan – kn@impetusanalytics.com / +91-99401-91875
  • 2. Executive Summary WHATWE DO Impetus helps customers Design, Build and Implement Actionable Analytical Solutions that help Rationalize Inputs, Measure Risks, Predict Business Outcomes and Understand Customer Behaviour. KEY PRODUCTS AND SERVICE AREAS • Home-grown Cloud enabled Analytics Platform • Proven capabilities in CPG, Luxury Retail, Supply Chain, and Distribution • Domain specific, Functionally Oriented Analytical Services KEY PEOPLE • Management Team with specific experience in Technology, Statistics, and Horizontal Service Delivery • 10+ Technology specialists with Senior resources 4+ years in Impetus • Domain experts, Data Scientists on a consulting basis • Executives for Data Asset Management KEY CLIENTS • One among Top 3 Marketing and Media Analytic Services company • A 40 year old Jewellery and Luxury Retail firm • The top 4 Market Research agencies in India • World’s Leading source of commercial information and insight on businesses About us
  • 3. Services Stack Data Visualization Finance Statistical Modeling Research and Work in Progress Optimization Simulation Retail • Marketing ROI – Measure effectiveness of Marketing campaigns • Conversion Analysis – Measure Interest, Intent and Purchase • SKU Rationalization • Next Best Offer • Purchase Likelihood Estimate • Market Basket Analysis • Credit Scoring and Risk Analysis / Modeling • Propensity to Pay on Time • IRR analysis based on Product Mix • Geography based Profitability • Cash flow prediction based on collections probability • Treasury Services – Precious Metal Value Assessment Renewable Energy Automotive Vertical Specialization – for Businesses Horizontal Offering – for Analytics Partners Ability to quickly add a new vertical; Scalable horizontal offering with home-grown, select Open-source Tech platforms
  • 4. Technology Stack Visualization Simulation Modularized, Uniform Interface Statistical modules Optimization Engine Arithmetic modules Business Logic Data Management Layer Data Access Layer Best-in class technologies carefully selected for speed-to-market, scalability
  • 5. Case Study – A leading marketing analytics services firm Value Delivered • Reduce modeling time by over 70% using our innovative grid search algorithm • Easy to integrate to your existing databases • Ready to use templates for ease of publishing results • Build scenarios and compare – social collaboration within your enterprise to keep track of what works Case Study Effect of interventions by customer and competition on sales volume Workbench Setup for data exploration Model Results exploration and Web-based scenario builder
  • 6. Case Study - B2B Customer Risk / Credit Analysis The business problem • Client is a leading distributor of premier industrial products & over 4000 customers • With 7 divisions and a wide segment of customers, the client engaged Impetus to help build a comprehensive credit and collection policy that ensured timely cash flows keeping in mind the challenging market conditions Impetus Framework and Findings  Visualized and analysed transaction information from 2008-13  Different divisions in the company had drastically different price ranges  These clusters were pareto-distributed Case Study within a division  Built a classification model based on customer’s past purchase amount, payment pattern across product categories within a division  Each customer was bucketed into a maximum of 3 segments depending on their exposure and purchase frequency By implementing customer-product appropriate credit terms and an internal collections strategy, client improved cash flows by 17%
  • 7. Technology Architecture Data Store • Store transaction and summary data • Impetus enriched data sources Data Harmonization •Master data management •Data transformation services Data Visualization • Interactive simulation •Charting and reports Analytics Engine •Models built using statistical packages •Custom analytic code in advanced programming languages
  • 8. Following are some sample services provided in three of our key focus areas Retail – Consumer goods, luxury • Measure effectiveness of marketing campaigns • Conversion analysis – measure interest, intent and purchase • SKU rationalization • Next best offer • Next best store location • Purchase likelihood estimate • Market basket analysis – near real-time optimization for ecommerce B2B Distribution / Logistics / Infrastructure • Domain research services • Environment factor – research services – macro-economic indicators • Functional analyses – finance, supply chain, customer service • Cross-functional models – customer stickiness, on-time delivery estimate Financial services • Credit scoring and risk analysis / modelling • Propensity to pay on time • IRR analysis based on product mix • Geography based profitability • Cash flow prediction based on collections probability • Treasury services – precious metal value assessment Services