From the inbox to FP&A — run by governed agents, provable end to end.

Method. Structured data flows through in-house ML engines. Unstructured data flows through LLMs at the boundary. Agents with scoped authority orchestrate both — committing every decision, policy version, and outcome to an append-only hash chain. Nothing is taken on trust. Everything is provable.