Define the next decision
A pilot should not try to prove that a technology is generally impressive. It should create enough evidence for a specific next choice: stop, revise, deploy, or expand.
That requires a baseline, user, asset context, and acceptance criteria that are agreed before the demonstration.
- Decision owner and user
- Current workflow and baseline
- Technical, operational, and adoption criteria
Include the unglamorous work
Many pilots isolate the algorithm or interface from the work required to operate it. Data access, exception handling, cybersecurity, model maintenance, support, and user training then appear late and block adoption.
A first-of-kind scope should expose these dependencies early enough to affect the decision.
- Data and integration ownership
- Failure modes and fallback process
- Support, maintenance, and change control
Transfer ownership before the pilot ends
Operationalization is not a final presentation. Engineers and operations users need to challenge the result, understand its limits, and know what to do when the workflow behaves unexpectedly.
The strongest pilots include real users, documentation, and a supported handover before success is declared.
- Use representative cases and real review gates
- Train the people who will own the workflow
- Leave a decision log and scale roadmap