root@fr:~$ solutions/sante
Your consultation reports are ready. Your letters too. Nothing goes out without you.
In the morning, yesterday's consultation reports are drafted, referral letters prepared, billing codes checked. Every document cites the chart and waits for your validation. On your own instance, in France.
What happens between the last consultation and the first.
Every line of the log is traced: which agent, which action, which document, what time. Nothing is sent, nothing enters the record without your validation.
The stakes
Three pressures are mounting on medical practices. None of them is solved by dictating faster.
The admin burden
Reports, letters, billing codes, forms: the documentation gets written at night, after the consultations. That is medical time spent on secretarial work.
AI is already in the practice
90% of French health professionals already use AI, 84% through a consumer tool (ACSEL barometer, 2025). The demand is there. What is missing is a tool that fits the rules.
Medical confidentiality
Pasting a piece of a patient chart into a consumer platform takes it out of the practice: data outside France, used for training, no trail. Medical confidentiality closes that door.
Not one more scribe
The consultation report is just one task among others.
Dictation tools transcribe the consultation. Our agents take on the practice's whole documentation chain: they read the chart, prepare the document, cite their sources and stop at your validation. Documentation support, never diagnostic support.
Consultation reports
Drafted from your notes or your dictation, in your templates. The document waits for your validation.
Referral letters
Reason for referral, relevant history, attached results: the letter is ready, every statement cites its source.
Chart summaries
Before a consultation: history, current treatments, latest reports, every item linked to its source.
Administrative requests
Insurers, agencies, employers: replies are prepared with the chart's supporting documents. You review, you sign.
Billing-code checks
The code entered is checked against the documented procedure. Discrepancies are flagged before anything goes out, not after.
Incoming mail and results
Incoming documents are sorted, attached to the right chart and summarized. You open the day on a pile that is already filed.
Your tools stay
The agent plugs into what you already run.
The agent connects to your tools through APIs and MCP, an open standard: your practice software, your calendar, your inbox. Nothing to migrate, nothing to replace. And if you switch software tomorrow, the AI layer is yours: it follows.
Where your data runs
Inside your walls, or with a certified partner in your region.
Two deployment modes, one principle: health data stays in France, under your control, and you know exactly who hosts it.
Inside your walls
The instance runs on your servers, inside your facility. Your data never leaves the building. The French HDS certification governs hosting health data on behalf of third parties: hosting your own data does not fall under it, so no certification is required.
On a partner's infrastructure
Your instance is hosted and operated on the ISO 27001 and HDS certified infrastructure of a partner in your region. Data in France, contractual reversibility: you leave with your data and your settings.
For your CIO and your CISO
What medical confidentiality requires, the architecture guarantees.
Your own instance, isolated
One deployment per practice or facility. Nothing passes through a consumer platform, nothing trains a public model.
Complete audit log
Which agent, which action, which document, what time. A defensible trail your CISO can consult at any moment.
Human validation on every document
No report, no letter, no reply goes out without a physician's validation. The rule is wired into the architecture, not into a checkbox.
Reversibility
Your data, your document templates and your settings stay exportable. You are nobody's tenant.
Augment, not replace
The agents document. You treat.
Never diagnostic support: the agent suggests neither diagnosis nor treatment, and we refuse to take it there. It prepares and it documents, sources attached. The examination, the medical decision and the signature stay with you: that responsibility cannot be delegated.
Questions from practices
What physicians ask us.
Does medical confidentiality allow the use of AI?
Yes, provided the data never leaves your control. That is the whole difference with consumer platforms: here the instance is yours, the data stays in France, nothing trains a public model and every access is logged. root acts as a processor under Article 28 of the GDPR, within a written contract.
Who is liable if the agent gets it wrong?
You are, as with any preparatory work by an assistant. That is exactly why every document cites the chart and waits for your validation: you review before anything goes out or enters the record.
Who needs HDS certification?
Whoever hosts health data on behalf of third parties. If the instance runs inside your walls, you are hosting your own data: no certification is required. If it runs outside, it is hosted and operated on the ISO 27001 and HDS certified infrastructure of a partner in your region. Our guide covers what the certification does and does not cover.
Will AI replace physicians?
No. Our agents only touch documentation: reports, letters, summaries, billing codes. The examination, the diagnosis and the decision stay with the physician. What the agents replace are the evenings of data entry.
Where do the models run?
In France, on your instance: inside your walls, or on the certified infrastructure of a partner in your region. No data passes through a platform subject to the Cloud Act, none trains a public model.
Is this a medical device?
No. Documentation and administrative support does not qualify as a medical device under the European regulation (Rule 11). We hold that line strictly: never diagnostic or treatment support, which would require medical device certification.
The demo runs on your documents. Not on slides.
In one workshop, we map the practice's documentation chain, plug an agent into demo documents (never patient data at that stage), and you watch the reports, the letters and the citations at work.