Demo versus operational pilot
A demo uses limited data and proves a tool can respond. An Azivia pilot uses an approved workflow, approved information, human controls, real users, training, evaluation, and business measurement.
Evidence rail
Baseline -> Build -> Test -> Train -> Operate -> Measure -> Decide.
1
Accuracy
2
Reliability
3
Adoption
4
Cycle time
5
Quality
6
Risk
7
Business impact
Pilot decision
At the end of a pilot, leadership can scale, revise, maintain, pause, or stop with clearer evidence.