Solutions by Industry | AI, Analytics and Decision Intelligence

Industry-specific analytics and AI solutions, with proof points across Technology, Finance, Healthcare, Automotive, Retail, Telecommunications, and Insurance.

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Tech Finance Healthcare Automotive Retail Telecom Insurance

Technology

Product engagement, churn reduction and digital journey analytics

Churn Reduction: Reinforcement-learning attrition model leveraging usage, financial activity, CX, and tenure.
Customer Journey Optimization: AI model to predict optimal paths and key value moments per segment.
Data Integration: Real-time integration of product usage and cross-channel CX touchpoints, enabling AI-driven actions for a home-security company.
Product Engagement: AI models that predict customer behavior, auto-detect key issues, and trigger personalized communications.

Finance

Risk modeling, pricing simulation and forecasting

Dual Risk Model (DRR): ML system to evaluate likelihood of loan default and estimate potential losses on business loans.
Pricing: B2B simulation pricing tool that evaluates the impact of pricing strategies on a bank's clients.
Marketing Mix Modeling: Multi-model simulation to guide media investment with adaptive budget allocation.
Forecasting: Credit-card trend models for open accounts, attrition, redemption rates and expense.

Healthcare

Claims analytics, treatment optimization and cost outcomes

Digital Health Management: Impact-assessment tool measuring improvement in medical utilization and cost outcomes.
Treatment Optimization: Mobile-app onboarding analytics to evaluate retention, content and staff efficiency.
Claims Analytics: Datamart for healthcare claims analytics to improve cost efficiencies and treatment flow.

Automotive & Mobility

Conversion, offer optimization, loyalty and traffic simulation

Online Sales Conversion: Integrate digital + offline data with ML to improve conversion rates.
Sales Offer Optimization: Lift model and offer optimization with customer-level recommendations.
Purchase Propensity Models: Short-term propensity models for lifecycle segmentation and targeting.
Customer Loyalty: Loyalty score driving marketing communication strategy.
Traffic Simulation: Agent-based simulation to evaluate the impact of autonomous vehicles on urban mobility.

Retail

Promotion analytics, elasticity modeling and allocation optimization

Promotions: SKU-level e-commerce promotion effectiveness for post-merger integration of major retailers.
Price Elasticity: Comprehensive simulation of price changes on consumer demand across categories.
Allocation Optimization: Volume-allocation model based on shipping patterns, routes and package sizes.

Telecommunication

Call analytics, conversion optimization and retention strategy

Subscription Retention: Attrition model and off-promotion pricing for a major telco.
Call Resolution: Voice-to-text analytics for sentiment, routing and call-conversion optimization.

Insurance

Fraud detection, claims intelligence and trend analysis

Chronic Pain Management: Solution based on medical-claims and accident data to predict spinal injections and surgery.
Medical Platform Analytics: Database to analyze insurance costs and track trends across states.
Fraud Detection: Early-warning system to detect potential insurance fraud and litigation risks.