Healthcare & MedTech
Clinical AI that a clinician signs before it acts.
Large clinical-ops opportunity, longer procurement cycles, and a liability line most firms won't touch. We serve payer operations, provider systems, and MedTech device companies — including a hardware-plus-software due diligence capability no software-only consultant can offer.
Use Cases
Eight use cases, from clinical ops to the device layer.
| Use case | Technique | Value delivered |
|---|---|---|
| Clinical documentation automation | Full fine-tune on SOAP notes | 60–70% less documentation time |
| Discharge summary generation | QLoRA on EHR records | Standardised, audit-ready summaries in minutes |
| Prior authorisation processing | RAG on payer policy docs | 80% faster PA turnaround |
| Medical coding (ICD-10 / CPT) | Full fine-tune on clinical docs | 90%+ auto-coding accuracy |
| Diagnostic decision support | Full fine-tune on clinical literature | Triage-level diagnostic confidence at point of care |
| Radiology report drafting | Fine-tune on radiologist corpus | Draft report in seconds; radiologist edits and signs |
| Clinical trial matching | RAG on eligibility criteria | 10x faster eligible-patient ID |
| MedTech DD — BLE hardware layer | Operator-level firmware assessment | Uncovers device risks software-only consultants miss |
The Boundary
Clinical AI Track A / Track B — a published protocol.
The liability cliff isn't clinical AI itself — it's clinical AI autonomy. A supervised POC that a clinician reviews before acting is fundamentally different from a model that makes autonomous treatment decisions. Track B captures the revenue without the catastrophic-risk scenario.
Full delivery
Banking, retail, enterprise SaaS, non-clinical healthcare operations, PE ops. Production code, model fine-tuning, deployment — no restrictions.
- Standard SOW and IP Firewall
- Full implementation team
Safeguarded trial delivery only
Sandbox / POC / validation environments. Human Review clause mandatory in every SOW. Clinical Governance Acknowledgement (CGA) required. PHI stays in your tenant, always.
- We review; your clinical team validates
- Never autonomous — a clinician is always in the decision loop