For healthcare operations and health tech

Less admin, more care

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.

Less paperwork

first drafts for routine documents

Clearer letters

plain-language patient communication

You decide

exactly what data each prompt contains

The problem

What is slowing you down today

Admin crowding out care

Clinicians and coordinators spend hours on letters, summaries and forms that follow the same patterns.

Instructions patients cannot follow

Discharge and prep instructions written for professionals leave patients confused and calling back.

Uncontrolled tools

Staff try consumer chat apps with no keys, no logs and no oversight.

Capabilities

Everything you need, nothing you don't

Plain-language rewrites

Turn clinical instructions into clear, friendly language at the reading level you specify.

Referral and note summaries

Condense long text into the structure your team uses, for a professional to verify.

Controlled access

Hashed API keys, per-account rate limits and a record of every request.

You control the inputs

Only what you put in a prompt is processed, so you can de-identify or minimise data before sending.

Templates you trust

Pin a named model for consistent output on a given document type.

Cost per document

Every call reports tokens and price, so pilots have a clear budget.

Use cases

What teams run on it

01

Patient letter drafts

Appointment, results-ready and follow-up letters in your organisation's voice.

02

Discharge instruction simplification

Easier-to-follow instructions for staff to review before they go out.

03

Policy and procedure Q&A

Staff answers drawn from the policy text you provide.

04

Scheduling messages

Reminders and prep notes tailored to the appointment type.

How it works

From sign-up to production

  1. 1

    Review your obligations

    Confirm with your privacy and compliance teams what data you may send to a third-party service.

  2. 2

    Pilot with non-sensitive content

    Start with templates, policies and de-identified examples in the playground.

  3. 3

    Integrate with controls

    Use dedicated keys, rate limits and request history to keep oversight.

Control

Built so you stay in charge

Keys you control

API keys are shown once at creation and stored only as a hash. Revoke any key instantly from Settings.

Spend you can see

Every request carries its own receipt: tokens in, tokens out, latency and price. Nothing is billed that you cannot trace.

Limits you set

Per-account rate limits and a free monthly allowance keep experiments safe before they become production.

Data you decide on

You choose exactly what you send. Repeat prompts can be served from your cache, and cache hits are never billed.

For developers

One endpoint. Every model.

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"}'

Questions, answered

Is the service suitable for patient data?

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.

Does it give medical advice?

No. It drafts and summarises text. Clinical decisions and anything sent to patients should be reviewed by a qualified professional.

What is stored about each request?

Request history keeps the model, token counts, latency, price and a short preview so you can audit usage.

Can we start small?

Yes. Every account has a free monthly token allowance for pilots.

Hand the routine writing to a model

Pilot on templates and policies first. Keep humans on every decision.