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Case Studies

Results you can put a number on

Every engagement is measured against a business metric we agree on before writing any code. Here's how that plays out in practice.

38%rise in session engagement after AI coaching rollout
Fitness / Performance Analytics

Fitness App AI Coaching

A fitness app with thousands of daily loggers could show people their numbers but not what to do about them. We added a coaching layer on top of the data they already had, and session engagement rose 38%.

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+27%conversion lift from intent-aware search
E-commerce / Search & Discovery

E-commerce Search & Discovery

Shoppers typed full sentences into a search box that only matched keywords. We put an intent-aware layer in front of the catalogue, and conversion from search rose 27%.

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8xfaster creative output, brand quality maintained
Advertising / Creative Intelligence

Ad Agency Creative Intelligence

An agency was producing every ad variant by hand and could not keep up with campaign volume. We built a brief-to-asset pipeline with brand rules built in, and creative output went up eight times over.

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40%faster claims processing in 90 days
Healthcare / Document Intelligence

Healthcare Claims Document Intelligence

A healthcare provider was processing thousands of claims documents by hand, with a growing backlog and errors compliance had flagged twice. We built a document pipeline with human review where it counts, and processing time dropped 40%.

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52%drop in false-positive fraud flags
Fintech / Fraud Detection

Fintech Fraud Detection

A digital lender's fraud model flagged legitimate transactions almost as often as real fraud. We rebuilt it on the lender's own data with explainable risk scores, and false positives dropped 52%.

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4 hrsearlier warning before a shipment runs late
Logistics / Delay Prediction

Freight Delay Prediction

A freight operator's dispatch team found out about late shipments the same way customers did: after they were late. We built a delay-prediction model into the dispatch dashboard, and dispatch now sees a delay about four hours before it happens.

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3×faster first-pass contract review
Legal / Contract Review

Contract Review Automation

A mid-size firm's associates spent entire days on first-pass review of vendor contracts, flagging the same clause patterns by hand every time. We built a clause-extraction tool inside their own document system, and first-pass review now runs three times faster.

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+24%rise in module completion rate
EdTech / Adaptive Learning

Adaptive Learning Platform

An online learning platform served the same curriculum to every student regardless of where they struggled, and dropout climbed every term. We built an adaptive layer that tracks the actual gap behind a wrong answer, and module completion rose 24%.

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