AI Integration & Automation

Above: what you hold after the stage. Below: what you supply.

Stage 1, Frame the process: you supply workflow, owner and example decisions; you hold process map with a named owner. You supply the current workflow, its owner and examples of the decisions or answers it produces. Stage 2, Inspect the sources: you supply documents, access rules, known conflicts; you hold source register and permissions. You provide representative documents, access rules and known cases where the source material conflicts. Stage 3, Set the checks: you supply review points and stop conditions; you hold evaluation set and review rules. Together we define an evaluation set, human review points and the conditions that stop an automated action. Stage 4, Build one increment: you supply system access and test users; you hold one working increment. We connect one bounded path while your team supplies access to the systems and people needed to test it. Stage 5, Hand over the controls: you supply a named owner to accept it; you hold operating notes and runbook. We document operation, measurement and escalation, then your named owner accepts the working increment.