Every documented system

Embedding search over 200M protein sequences, GPU-accelerated structure prediction, and diffusion-based docking replace a wet-lab search that would otherwise take roughly two centuries.

Life sciences · Scientific discovery · ~2 weeks per campaign (vs. ~200 years traditional search)

Multi-task email classification (importance, category, spam) behind one shared encoder, with a calibration layer that only automates the predictions it's confident about.

Productivity · Extraction & classification · p95 500ms · p99 <1s