O-machine replaces text tokens with modality-independent behavioral signals. The system doesn't summarize what's been said — it infers why things happen from what actors do.
The first application domain is where understanding "why" carries the highest stakes: investment decisions, due diligence, and business intelligence across opaque markets.
O-machine grew out of years of applied AI work at Robalyst. It's now an independent company with its own research team and a private beta live since June 2026.