Embedded Risk Analytics reads whether an AI agent stays coherent with its own commitments, and repairs the step where it breaks.
We run the read and the repair as Right Rudder, a free hosted service, and we ship the read as open packages, so any team can measure a run and see where its agent worked against itself.
We work from the record a run already produces, the action and tool-return stream, with deterministic code and no model internals. That choice lets the read run on any agent and any model, and it lets anyone rerun a finding and reach the same result. The approach rests on a measured claim, that an agent holds coherence only while its capacity covers its load, which the research page sets out in full.
Behind the product sits a growing body of evidence. The coherence census reads production agents in the open, each row carrying its trace, its mapping, and its command. As of August 2026, the program had labeled more than 714,000 decisions across fourteen task families.
Right Rudder went by Fathom until October 2026. Embedded Risk Analytics runs as an independent, founder-run venture.
