Perception
Vision OCR reads the doctor's handwriting, with alternates for every ambiguous digit - because his 2s look like 9s.
My dad is a doctor. His handwritten prescriptions used to wait weeks to be typed into his 20-year-old patient software. Now five agents plan, retrieve, call tools, and decide - every LLM workload on Vultr Serverless Inference.
Every script runs through the full crew - perception, live retrieval, document grounding, and a final decision - through an API bridge we patched into the clinic's real 20-year-old PIS.
Vision OCR reads the doctor's handwriting, with alternates for every ambiguous digit - because his 2s look like 9s.
The records agent queries the clinic's live patient database in real time, retrying variants until the identity checks out.
Every medicine is cited against a homeopathy remedy corpus via VultronRetriever rerank - no citation, no entry.
An assistant swipes to approve, and one click inside PIS files the whole batch into the patient records.
No value is ever invented - every field traces to OCR evidence, a live database record, or a corpus citation, and a human signs off before anything touches twenty years of patient history.
Try it on a script