The pain we built this for
If you run clinical informatics or compliance, the AI pitch keeps dying in security review: “The models are promising, but we cannot send PHI to a cloud LLM, we need to show the regulator how a suggestion was made, and we can’t have an AI acting on the chart.”
- PHI cannot leave the environment — which disqualifies most cloud-AI decision-support offerings before the pilot.
- ONC HTI-1 expects source attributes and intervention transparency for predictive decision support — you need to show what the model knew and cited.
- A hallucinated clinical suggestion is a safety event, so ungrounded generation is a non-starter.
- An AI must not write to the record autonomously — the clinician has to remain the decision-maker.
- Risk models live outside the EHR, so scoring means exporting PHI to a separate ML platform.