Case Studies
Real problems, shipped in production.
Deep-dives into the ML and AI systems we've designed, trained, and deployed end to end — the constraints, the architecture, and the results.
Case Study
Enterprise Search Software for a Regulated Firm: Permission-Aware Answers Across SharePoint and File Shares
Enterprise search deployed inside a regulated mid-market firm's own infrastructure — indexing SharePoint, shared drives and internal systems, and answering questions without ever showing anyone a document they are not cleared to…
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Case Study
Next Item Recommender Using BERT4Rec
Replacing collaborative filtering with a bidirectional Transformer sequence model for a 10M-user e-commerce catalogue — and serving it under 70ms in production.
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Bring your data, your constraints, and your current baseline. In 30 minutes we'll tell you whether it's worth building — and roughly what it takes to ship.