Implementation
From AI pilot to a working business process
A pilot proves that something can work. Implementation proves that people can rely on it within the real process, including exceptions, permissions and operational responsibility.
Real work includes incomplete documents, unavailable systems, changing policies and unusual customer situations. Production design makes those edges visible and provides a safe route when automation cannot continue.
A Proof of Value defines operational criteria in advance. Measure corrected outputs, processing time, adoption and exceptions—not just whether the model produced an impressive answer.
- Named process owner
- Human approval where needed
- Logging and monitoring
- A manual fallback
- Clear support responsibility
During the first four weeks, frequent virtual reviews help distinguish training questions, workflow friction and genuine technical issues. That hyper-care period creates a stable basis for ongoing improvement.