o-machine replaces text tokens with modality-independent behavioral signals. It doesn't summarize what's been said — it infers why things happen from what actors do. Every output is deterministic and traces back to real evidence.
Understanding "why" is what sets o-machine apart. In blind evaluations across 1,350+ independent votes, the engine achieved an 86% peak win-rate against Claude Opus and Gemini Pro on complex causal reasoning — identifying structural mechanisms where language models retrieve co-occurring keywords.
oraclea is the simulation arm — it builds a living world model of your market from real behavioral signals, then lets you inject scenarios and compute exactly how customers react before you commit capital. o-machine inference applies the same engine to high-stakes decisions, explaining why events happen and what follows from them.
o-machine is foundational technology developed in-house by Robalyst in its function as an AI Studio. It grew out of years of applied AI work here and may soon become a separate company. Backed by Nvidia Inception and Google Cloud Startups.