01 · Without governance
Every vendor ships a model. Nobody ships the governance.
A hospital can buy a model from any vendor and have it answering questions inside a week. What it cannot buy is the answer to who asked, what was retrieved, which policy applied, and who approved the result. The model arrives. The rules around it do not.
Five questions most hospitals cannot answer today:
- /Which model answered this question, and what did it read to get there?Answered by: Audit › Answer trace
- /Who is allowed to ask it, and who is allowed to act on its answer?Answered by: Users & access · guardrail tiers
- /Where did the patient data go, and who can prove it stayed inside?Answered by: Boundary record · Sovereignty evidence
- /What changed in the model since yesterday, and who told the clinicians?Answered by: Model registry · version history · chat notices
- /When the answer was wrong, who was watching, and what did they do?Answered by: Flagged answers · Cases
What that costs:
- /Decisions you cannot defend, because no one recorded who decided or on what.
- /Data that leaves the building through a path no one mapped.
- /Models that change overnight, with no notice to the clinicians who rely on them.
- /Approvals that happen, or do not, with no record either way.
- /Trust that erodes every time an answer cannot be explained.
None of this is an argument against AI in hospitals. It is an argument against ungoverned AI in hospitals.