The thesis
Program teams need one accountable record as opportunities move through intake, diligence, review, decisions and follow-up. AI can accelerate evidence-heavy tasks, but the system must preserve provenance, permissions and human decision rights.
01Canonical opportunity and organization records.
02Structured intake, review and decision stages.
03Audit history and role-aware access.
04Governed AI assistance without replacing accountable judgment.