Identify
Choose one recurring workflow with a clear owner and a result worth improving.
One workflow. One owner. One measurable outcome.
Choose one recurring workflow with a clear owner and a result worth improving.
Document inputs, systems, handoffs, delays and the decisions that still require people.
Define AI roles, permissions, approvals, evidence and recovery before execution.
Run one bounded workflow against real work without rebuilding the company on day one.
Compare outcomes, failures, time saved and human handoffs against the agreed measure.
Extend only what has earned trust through observed results and responsible ownership.
We use this context to prepare the problem, automatable steps, human judgment points, possible AI roles, risks and a pilot direction.
Bring the problem, current systems and desired result. We will help identify a sensible first step.