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AI / ML Case Studies

9 total
32% CHANGE
Case Study · Retail

Sporting Goods Retailer: ML-Driven Inventory Allocation

A sporting goods retailer rebuilt inventory allocation with ML across 180 stores. Stockout-driven lost sales down 32%; markdowns down 18%.

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47% CHANGE
Case Study · Healthcare

Health Network: NLP for Clinical-Note Synthesis

A health network deployed NLP to synthesize clinical notes for care-coordination summaries. Care-coordination cycle compressed 47%.

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78% BEFORE 96% AFTER
Case Study · Manufacturing

Industrial Manufacturer: Computer Vision for Quality Inspection

An industrial manufacturer deployed computer-vision quality inspection on 12 high-volume production lines. Defect-detection rate up from 78% to 96%.

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240 KEY METRIC
Case Study · Retail

Retailer: Computer Vision Store Analytics — Footfall + Conversion

A specialty retailer deployed computer-vision store analytics across 240 locations. Footfall + conversion data drives merchandising decisions.

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6 weeks BEFORE 3 days AFTER
Case Study · BFSI

Fintech: MLOps Platform for Real-Time Fraud Model Lifecycle

A fintech built an MLOps platform managing 14 fraud-detection models in production. Model deployment time: 6 weeks → 3 days; drift detection…

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56% CHANGE
Case Study · Public Sector

State Agency: GenAI-Assisted Citizen-Inquiry Response

A state agency deployed GenAI to draft responses to citizen inquiries with policy-grounded responses. Citizen-inquiry response time down 56%.

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41% CHANGE
Case Study · BFSI

Insurer: GenAI Claims Summarization Across 1.8M Annual Claims

A global insurer deployed GenAI summarization on 1.8M annual claims, summarizing the case timeline at handler login. Average handle time down 41%.

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6 weeks BEFORE 3 days AFTER
Case Study · Healthcare

Health System: MLOps Platform for Clinical Decision Support

A health system built an MLOps platform supporting 14 clinical-decision-support models. Model deployment time: 6 weeks → 3 days; full audit trail…

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41% CHANGE
Case Study · BFSI

Tier-1 Bank: Predictive Analytics for Real-Time Fraud Detection

A tier-1 bank built real-time fraud-detection ML models scoring 4M transactions per hour. Fraud losses reduced 41%; false-positive rate dropped from 11:1…

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