Start with workflow economics
Measure volume, handling time, error cost, delays and escalation rates. Prioritize workflows where improvement can be verified.
Assess data and risk
Evaluate data quality, privacy, security, explainability and failure impact before selecting a model or vendor.
Pilot with a measurable baseline
Run a controlled pilot and compare speed, accuracy, cost and user satisfaction against the existing process before scaling.