Start with a baseline
Define the person, current workflow, cost of the problem and evidence of improvement before selecting a model.
A six-stage delivery path turns an attractive idea into a governed operating capability with a local owner.
Frame one valuable problem and its baseline.
Test safely in 6–12 weeks with acceptance criteria.
Connect governed data, identity and workflow.
Monitor quality, risk and human escalation.
Train a local owner and rehearse the exit path.
Reuse only what evidence proves transferable.
Define the person, current workflow, cost of the problem and evidence of improvement before selecting a model.
Every pilot has risk boundaries, human approvals, acceptance criteria and an explicit condition for stopping.
Documentation, training, exportability and exit rehearsal are deliverables—not an afterthought.