Admin crowding out care
Clinicians and coordinators spend hours on letters, summaries and forms that follow the same patterns.
For healthcare operations and health tech
Plain-language patient letters, referral summaries, scheduling messages and policy answers. Give clinical and admin teams back time, with you in full control of what is sent.
first drafts for routine documents
plain-language patient communication
exactly what data each prompt contains
The problem
Clinicians and coordinators spend hours on letters, summaries and forms that follow the same patterns.
Discharge and prep instructions written for professionals leave patients confused and calling back.
Staff try consumer chat apps with no keys, no logs and no oversight.
Capabilities
Turn clinical instructions into clear, friendly language at the reading level you specify.
Condense long text into the structure your team uses, for a professional to verify.
Hashed API keys, per-account rate limits and a record of every request.
Only what you put in a prompt is processed, so you can de-identify or minimise data before sending.
Pin a named model for consistent output on a given document type.
Every call reports tokens and price, so pilots have a clear budget.
Use cases
Appointment, results-ready and follow-up letters in your organisation's voice.
Easier-to-follow instructions for staff to review before they go out.
Staff answers drawn from the policy text you provide.
Reminders and prep notes tailored to the appointment type.
How it works
Confirm with your privacy and compliance teams what data you may send to a third-party service.
Start with templates, policies and de-identified examples in the playground.
Use dedicated keys, rate limits and request history to keep oversight.
Control
API keys are shown once at creation and stored only as a hash. Revoke any key instantly from Settings.
Every request carries its own receipt: tokens in, tokens out, latency and price. Nothing is billed that you cannot trace.
Per-account rate limits and a free monthly allowance keep experiments safe before they become production.
You choose exactly what you send. Repeat prompts can be served from your cache, and cache hits are never billed.
For developers
Send a prompt and a capability, or name a model. One bearer key, one small JSON body, and a full receipt on every response.
curl https://YOUR-DOMAIN/api/ainf/inference \
-H "Authorization: Bearer $AI_INFERENCE_KEY" \
-H "Content-Type: application/json" \
-H "Idempotency-Key: order-1042" \
-d '{"prompt":"Summarise this ticket in one line","capability":"chat"}'You control what each prompt contains, and you are responsible for reviewing your own regulatory obligations before sending any personal or health information. We do not make compliance claims on your behalf.
No. It drafts and summarises text. Clinical decisions and anything sent to patients should be reviewed by a qualified professional.
Request history keeps the model, token counts, latency, price and a short preview so you can audit usage.
Yes. Every account has a free monthly token allowance for pilots.
Pilot on templates and policies first. Keep humans on every decision.