Case Studies | Tiger Analytics

Case Studies

Our Work

Machine Learning for AML Scoring Increases Audit Effectiveness

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Machine Learning for AML Scoring Increases Audit Effectiveness

Automated Annual Model Monitoring to Drive Efficiency at Scale

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Automated Annual Model Monitoring to Drive Efficiency at Scale

Increased Chatbot Adoption using Conversational Intent Detection

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Increased Chatbot Adoption using Conversational Intent Detection

Accelerated CECL Journey with Robust Loss Forecast Model Methodology

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Accelerated CECL Journey with Robust Loss Forecast Model Methodology

Reduced Data Governance Cost by Ensuring Data Traceability

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Reduced Data Governance Cost by Ensuring Data Traceability

Using AI to Deliver Strategic and Actionable insights for the Category Management Team

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Using AI to Deliver Strategic and Actionable insights for the Category Management Team

USD 14MM Incremental Annual Sales Due to Optimized Market Mix Strategy For an American Wine Retailer

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USD 14MM Incremental Annual Sales Due to Optimized Market Mix Strategy For an American Wine Retailer

AI/ML backed Pricing Recommendation Engine Provides 70% Accuracy in Pricing Across Products for a Telecom Major

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AI/ML backed Pricing Recommendation Engine Provides 70% Accuracy in Pricing Across Products for a Telecom Major

Early Detection of High-Risk Customers Helps Avoid USD 1.5MM in Repossession Losses

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Early Detection of High-Risk Customers Helps Avoid USD 1.5MM in Repossession Losses

Leveraging AI to Analyze Sentiment and Derive Insights from Social Media Conversations

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Leveraging AI to Analyze Sentiment and Derive Insights from Social Media Conversations

Highly Scalable ML-based Digital Twin Model for Analyzing and Forecasting Equipment Anomalies Results in USD 1.7MM Savings

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Highly Scalable ML-based Digital Twin Model for Analyzing and Forecasting Equipment Anomalies Results in USD 1.7MM Savings

Near Real-Time Demand Forecasting for a QSR Results in Drop in Inventory Holding Costs & Labor Optimization

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Near Real-Time Demand Forecasting for a QSR Results in Drop in Inventory Holding Costs & Labor Optimization

Data Lake for Cost-Effective Storage and 360° User Behavior Insights for a Large Media House

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Data Lake for Cost-Effective Storage and 360° User Behavior Insights for a Large Media House

AI-based Route to Market Transformation for a Global Confectionery Giant Results in USD 4.5MM of Incremental Margin

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AI-based Route to Market Transformation for a Global Confectionery Giant Results in USD 4.5MM of Incremental Margin

USD 15MM in Incremental Margins through Price Recommendation Engine for B2B Retail

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USD 15MM in Incremental Margins through Price Recommendation Engine for B2B Retail

Efficient Allocation of USD 25 MM/year Capex through Spatial Data Analytics for Optimal Store Site Selection

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Efficient Allocation of USD 25 MM/year Capex through Spatial Data Analytics for Optimal Store Site Selection

1.5-2% Sales Improvement through Store x Item x Day Level Demand Forecasting for Grocery Retail

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1.5-2% Sales Improvement through Store x Item x Day Level Demand Forecasting for Grocery Retail

Improve Revenue Projections by Predicting Premium Payment Suspension

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Improve Revenue Projections by Predicting Premium Payment Suspension

E-commerce Data Management, Trade Promotions and Content Analytics

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E-commerce Data Management, Trade Promotions and Content Analytics

AI and Predictive Analytics help reduce customer complaints by ~20% for a Health Insurance Provider

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AI and Predictive Analytics help reduce customer complaints by ~20% for a Health Insurance Provider

Leveraging Data Science to Estimate True Lift, and Optimizing Pricing and Trade Promotions

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Leveraging Data Science to Estimate True Lift, and Optimizing Pricing and Trade Promotions

AI and Predictive Analytics identifies over USD 1Bn in Assets Under Management (AUM)

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AI and Predictive Analytics identifies over USD 1Bn in Assets Under Management (AUM)

Unsupervised Learning Algorithms Help Identify Policies Worth $9MM in Premium with Likely Sales Frauds

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Unsupervised Learning Algorithms Help Identify Policies Worth $9MM in Premium with Likely Sales Frauds

Advanced Marketing Mix Solution Offers Transparency Into Spend and Outcomes

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Advanced Marketing Mix Solution Offers Transparency Into Spend and Outcomes

Optimized Selection of Candidate Customers for Direct Mailing Campaigns to Improve ROI

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Optimized Selection of Candidate Customers for Direct Mailing Campaigns to Improve ROI

Sales Force Effort Optimization By Identifying Store Activities With Maximum Sales Impact

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Sales Force Effort Optimization By Identifying Store Activities With Maximum Sales Impact

Large Scale Model Migration Delivers USD 10MM in Savings

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Large Scale Model Migration Delivers USD 10MM in Savings

Pension Risk Transfer – Improving Mortality Rate Prediction by 30%

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Pension Risk Transfer – Improving Mortality Rate Prediction by 30%

Claims Data and Analytics Roadmap

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Claims Data and Analytics Roadmap

Leveraging AI to analyze Attending Physician Statements (APS)

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Leveraging AI to analyze Attending Physician Statements (APS)

Underwriting Decision Engine that Avoids Evidence Costs for a Life Insurance Company

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Underwriting Decision Engine that Avoids Evidence Costs for a Life Insurance Company

Transforming Commercial Insurance Underwriting through External Data and AI

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Transforming Commercial Insurance Underwriting through External Data and AI

Workforce Optimization Algorithms That Save USD 6MM in Staffing Costs

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Workforce Optimization Algorithms That Save USD 6MM in Staffing Costs

Big Data To Predict Video-On-Demand User Behavior, Driving EUR 4MM Of Revenue

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Big Data To Predict Video-On-Demand User Behavior, Driving EUR 4MM Of Revenue

Text Analytics And NLP Models To Detect Industry Trends From Social Media

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Text Analytics And NLP Models To Detect Industry Trends From Social Media

Shipment Forecasting Application Enables Accurate Trade & Inventory Planning

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Shipment Forecasting Application Enables Accurate Trade & Inventory Planning

Risk Models To Proactively Manage USD 2.5B Annual Construction Project Portfolio

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Risk Models To Proactively Manage USD 2.5B Annual Construction Project Portfolio

Adverse Event Modeling For Re-Insurance Saves USD 4MM In Risk Adjusted Premia

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Adverse Event Modeling For Re-Insurance Saves USD 4MM In Risk Adjusted Premia

Automated Performance Insights On 25,000 Merchant Partners Worldwide Every Month

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Automated Performance Insights On 25,000 Merchant Partners Worldwide Every Month

Recommendation Engine Enhances UX And Increases Time Spent On A News Website

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Recommendation Engine Enhances UX And Increases Time Spent On A News Website

Real-Time Bidding Models Power 200 MM Digital Ads Every Day

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Real-Time Bidding Models Power 200 MM Digital Ads Every Day

Algorithms That Predict Emerging Technologies To Guide M&A Decisions

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Algorithms That Predict Emerging Technologies To Guide M&A Decisions

Accelerated Marketing Mix Models For A Multi-Billion Dollar Portfolio Of CPG Brands

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Accelerated Marketing Mix Models For A Multi-Billion Dollar Portfolio Of CPG Brands

Accurate Tracking Of Home Appliance Sales Migration From Closed Stores

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Accurate Tracking Of Home Appliance Sales Migration From Closed Stores

Emerging Business Opportunities for F&B and Grocery

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Emerging Business Opportunities for F&B and Grocery

Intelligent Early Warning Systems Detect Sensor Failures Saving USD 6MM Annually

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Intelligent Early Warning Systems Detect Sensor Failures Saving USD 6MM Annually

Digital Campaign Optimization Algorithms Reduce Customer Acquisition Costs By 50%

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Digital Campaign Optimization Algorithms Reduce Customer Acquisition Costs By 50%

Sales & CRM Data Replatforming From EDW To Hadoop

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Sales & CRM Data Replatforming From EDW To Hadoop

Data Lake That Blends 10+ Disparate Data Sources For A 360° Consumer View

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Data Lake That Blends 10+ Disparate Data Sources For A 360° Consumer View

Churn Models To Identify Attrition Risk Guide Interventions And Save USD 100MM

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Churn Models To Identify Attrition Risk Guide Interventions And Save USD 100MM

Predicting Emerging Flavors And Ingredients Across 2 Million F&B Products In 75 Countries

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Predicting Emerging Flavors And Ingredients Across 2 Million F&B Products In 75 Countries

Lead Scoring Models That Prioritize USD 20B Sales Pipeline

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Lead Scoring Models That Prioritize USD 20B Sales Pipeline

Cross-Device Mapping To Increase Relevance Of Digital Ads And Command Premium Pricing

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Cross-Device Mapping To Increase Relevance Of Digital Ads And Command Premium Pricing

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