01Product
Business products
Apps for patients, caregivers or clinicians, care-coordination CRMs, action plans generated from an assessment.
Healthcare AI and HDS: we build your products all the way to production
The Vibe Company builds AI products and agents for healthcare: apps, CRMs, clinical engines, partner APIs — inside our clients' HDS environment and GDPR framework. We are not an HDS-certified host: we ship fast and cleanly where your health data has to stay.
The facts- Public Monka case: caregiver app, Lifeline and clinical engine, in production in 2 months, inside the HDS environment the client already had.
- Short cycles: at Monka, a new app release roughly every two days.
- AI agency in Paris, YC W24 (Quivr became The Vibe Company).
- We work to GDPR and HDS requirements, without claiming a certification we do not hold.
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Backed by
Healthcare case study
Read the Monka case
Read the Monka caseWho this page is for
For teams that have, or will soon have, an HDS host and a concrete AI product need.
Who
- 01Health startups
- 02Digital health software publishers
- 03Insurers and mutual health funds
- 04Care-coordination organisations
- 05Scale-ups growing on health data
The signals
- An assessment or clinical questionnaire to turn into a care pathway.
- A CRM for clinicians or coordinating nurses.
- APIs to open to partners, insurers or mutual funds.
- An LLM to connect to health data.
- The fear of stepping outside the HDS perimeter by moving fast.
What we deliver in a healthcare AI project
Five building blocks, from the product your users open every day to the framework that keeps it running in production.
02Clinical
Versioned engines and frameworks
A clinical framework that evolves without breaking the app: 12 versions at Monka so far.
03API
Integrations
Partner APIs, signed webhooks and connections to the internal tools you already run.
04Agents
Agents under control
Drafts, suggestions and repetitive tasks. Anything that goes to a patient or a partner goes through a human.
05Prod
Production framework
Access rights, observability, logs and tests inside your environment, then documentation and handover.
HDS: who is certified, and where we work
The question is often framed the wrong way. Here is the split, as we practise it.
01
HDS host
Cloud or managed-service provider, certified for the activities of the framework it performs.
02
The Vibe Company
Development partner: we build inside, without taking the data out.
The certification is the host's
HDS certification covers the host and the activities of the French Digital Health Agency's framework that it performs. It does not automatically extend to the software publisher, or to the agency that builds the product.
We build inside your environment
Your HDS host is often already chosen. We develop inside it, with the access you grant us, and the code, logs and test environments stay there.
AI pitfalls, handled at design time
Model calls, logs, test environments, transfers outside the EEA: that is where an AI project leaves the perimeter without noticing. We settle them before the first line of code.
What HDS really requiresHDS does not replace GDPR
HDS covers hosting. GDPR covers the whole processing: purpose, minimisation, retention, data subject rights.
What we shipped at Monka
Monka supports people who care for a loved one, with coordinating nurses and partner insurers. We took over their existing API and CRM, and built inside their HDS environment.
- To go live
- 2 months
- Questions in the caregiver assessment
- 165
- App releases in six months
- 90
- Versions of the clinical framework
- 12
“Working with The Vibe Company is very different from a typical agency relationship. They don't just execute a brief: they challenge, structure, prototype and build with us. They bring a real product vision, deep AI expertise and a rare pragmatism to turn complex problems into concrete, useful solutions, deployed quickly at Monka.”
- A caregiver app: a 165-question assessment that leads to an action plan, the circle of close ones, a chat with the nurse, and appointment booking.
- Lifeline, the CRM for coordinating nurses.
- A versioned clinical engine: 12 versions of the framework, without breaking the app.
- A partner API with signed webhooks, so insurers can follow the people they cover.
- In production in two months, then 90 app releases in six months: one roughly every two days.
- Encrypted, GDPR-compliant health data, inside the HDS environment Monka already had. We never stepped outside it.
Outside healthcare, also in production
LocService: an agent drafts the reply to every ticket, connected to internal APIs; a human reviews and decides. Drafts used on 87% of tickets.
Read the LocService caseHow we start a healthcare AI project
Four steps, with the data question asked in the first one.
Four steps- 01Call
A 30-minute call
Your data, your host, who administers what, and the product goal.
- 02Scoping
Scope the flows and the perimeter
We map the data flows and the HDS and GDPR perimeter, then hand you a fixed-scope proposal.
- 03Short cycles
Ship in short cycles, on your side
Testable releases early and often, built inside your environment.
- 04Production
Go live, measure, hand over
Go-live, measurement of what matters, then runbooks and training for your teams.
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Frequently asked questions
Is The Vibe Company HDS-certified?
No. We are not a health data host. We build to GDPR and HDS requirements, usually inside the HDS environment the client already has, as in the case shown on this page.
Do you need HDS certification to launch a healthcare AI product?
Often it is the host (and sometimes the software publisher, depending on who has access) that falls within the scope. We clarify the split of activities during scoping. The details are in our HDS article.
How long until production?
It depends on the foundation. A real example: at a healthcare client whose HDS environment was already in place, the app, the CRM and the clinical engine went live in two months. We do not quote a generic timeline.
Do you send patient records to LLMs?
We design so that health data never leaves the agreed framework: a model inside the perimeter, pseudonymisation before the call, or no external call at all. No magic promises.
How much does a project cost?
We set the scope after the call and the scoping, in a written proposal. There is no public rate card.
How does this relate to your AI agency in Paris and hardening agents pages?
The AI agency in Paris page covers our general offer. The hardening page is about agents that harden a product and its infrastructure. This page is about the healthcare sector and the HDS framework.
Further reading
Read
Also at The Vibe Company
AI agency in ParisOur general offer: AI products, agents and training, all the way to production.Who The Vibe Company isThe team, the founders and the key facts about the agency.AI agents to harden your product & stackAlso: harden. Agents that watch secrets, dependencies, IAM and configs, continuously.
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