Insights
Moving AI from pilot to production
A useful AI initiative starts with a defined operational problem, not a generic technology demonstration.
Before building, teams need to understand the workflow, data quality, integration points, decision rights, exception paths, and what success means in practice. That is how a pilot becomes a system people can operate and trust.