Production AI, in plain sight
A selection of recent engagements. Every project here shipped to production, was measured against business outcomes, and is something the client lets us talk about.
Atlas Forecasting Engine
Replaced a brittle rules-based forecasting system with a hierarchical time-series model that improved cash-flow accuracy by 38% and unlocked treasury automation.
Aurora Vision Platform
Built a real-time defect detection system processing 4K video at 60fps across 12 production lines, replacing manual QA with sub-second automated triage.
Lumen Document Intelligence
Replaced a 90-person document review team's intake bottleneck with a multi-model OCR + LLM pipeline that handles 14 document types with full audit trails.
Helix RAG Search
Designed and shipped a HIPAA-compliant retrieval-augmented search assistant for clinicians, indexing 2.1M internal protocols, journals, and patient summaries.