Automate the paperwork, not the judgement
Good candidates are the repetitive steps around care: extracting data from referral documents, pre-checking claims, or highlighting results that need attention first.
A qualified person signs off
Every AI-assisted step in Ventrecs ends with a person who has the right role. The suggestion, the decision and who made it are all written to the audit trail.
Measure it like any clinical tool
Each automation has an evaluation set, a defined owner and ongoing monitoring in production. If quality drops, it is switched off, not ignored.
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