01Define the public problem before selecting a solution
Explain the intended users, affected workflow and decision the initiative should support. Establish what is already known and what needs further evidence. A technology category or vendor presentation should not replace a clear problem statement.
02Make the capability and authority boundaries visible
Identify public owners, potential delivery participants and the decisions each can make. Review access, procurement and approval requirements through the responsible organizations. Participation in a discussion does not establish eligibility, endorsement or a contract. Working example: Evaluation questions and acceptance evidence.
03Design a bounded learning engagement
Choose a scope that can produce useful evidence without pretending to resolve every wider issue. Agree the inputs, acceptance questions and operating constraints. A pilot should preserve a clear distinction between demonstration, evaluation and an adoption decision. For small-team engineering and customer commitments, agree how commercial leads, engineering and delivery coordination contribute where those functions are involved.
04Plan ownership beyond the demonstration
Identify who would operate, support and review any resulting workflow. Record open dependencies, change responsibilities and the next decision. A collaboration needs a usable handoff rather than an unowned set of recommendations. Review check: Reviewers can explain the evidence and its limits.