Healthcare + France
Best Healthcare AI Agencies in France (September 2026)
8 Healthcare-specialized AI agencies based in France. Top-ranked: Wavestone, AVISIA, Preste.
5 of the 8 agencies listed have documented Healthcare client work, verified against published case studies.
Healthcare AI lives or dies on two constraints: clinical evidence and regulation. A model that drafts discharge summaries touches GDPR special-category data; one that suggests diagnoses may be a medical device under MDR. These agencies build clinical documentation tools, diagnostics support, and patient-facing assistants inside those constraints. Look for published work in AI Development on hospital or pharma systems and Generative AI applied to clinical text—not consumer chatbots rebadged for medicine.
Market snapshot
Pricing for Healthcare AI agencies in France
Of the 8 healthcare AI agencies on this page, 2 carry complete hourly rate ranges. Across them, rates span €45–€130, with a median around €86/hr. Across the register, rated agencies in Europe bill €65–110/hr (150 rated).
European AI agency hourly rates by country and region →
| Tier | Hourly rate | Agencies |
|---|---|---|
| Budget | Under €100/hr | 1—Preste |
| Mid-tier | €100–149/hr | 1—Yield Studio |
Team capacity in France
Of the 8 agencies on this page, 7 disclose team size. The distribution breaks down as:
- Boutique (<10)2 agencies—Mozza, DataGenius
- Small/mid (10-49)1 agency—Preste
- Mid studio (50-99)2 agencies—Yield Studio, Datalyo
- Large studio (100+)2 agencies—Wavestone, AVISIA
Ranked agencies
Rankings updated · Newest review
Wavestone
#15Paris, France
Client evidence: 3 documented clients overall
Best for: Regulated organizations whose AI program has to satisfy a supervisor, an auditor or a board risk committee.
AVISIA
#33Lyon, France
Client evidence: 3 documented clients overall
Best for: Large French consumer businesses industrializing scoring or support automation that already runs past the pilot stage.
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Preste
#63Paris, France
Client evidence: 17 documented clients overall
Best for: Hardware and industrial firms that need computer vision running on the device, not in the cloud, delivered as a 2–6 month build.
Yield Studio
#74Lyon, France
Client evidence: 6 documented clients overall
Best for: French mid-market firms adding a document-analysis or automation layer to a SaaS or internal platform they already operate.
Mozza
#86Paris, France
Client evidence: 2 documented clients overall
Best for: Companies that want an honest read on whether an AI project is worth building before commissioning one.
Upscale Paris
#113Paris, France
Upscale Paris is a Paris AI consultancy working on operating-model change, from AI strategy and governance through prototype builds to adoption programs inside client teams.
Datalyo
#114Lyon, France
Datalyo is a Lyon data and AI consultancy building data platforms, machine-learning models and business intelligence for industrial, retail and public-sector clients.
DataGenius
#119Lyon, France
DataGenius is a Lyon machine-learning consultancy building predictive models, language processing and production data-science modules for pharma, health and SME clients.
Head-to-head
Other industries served by France Healthcare agencies
Beyond Healthcare, these 8 agencies also publish experience in:
| Industry | Agencies with stated experience |
|---|---|
| FinTech | 5 of 8 — Wavestone, AVISIA, Yield Studio, Mozza, Upscale Paris |
| E-commerce | 3 of 8 — AVISIA, Mozza, Upscale Paris |
| Manufacturing | 3 of 8 — Preste, Datalyo, DataGenius |
| SaaS & B2B | 3 of 8 — Preste, Yield Studio, DataGenius |
| Public Sector | 1 of 8 — Datalyo |
Most common services offered by France Healthcare agencies
These 8 Healthcare agencies most commonly offer:
- AI Development8 of 8 — Wavestone, AVISIA, Preste, Yield Studio, +4 more
- AI Consulting7 of 8 — Wavestone, AVISIA, Preste, Mozza, +3 more
- AI Automation3 of 8 — Wavestone, Mozza, Upscale Paris
- Generative AI3 of 8 — AVISIA, Preste, Yield Studio
- AI Agents2 of 8 — Yield Studio, Upscale Paris
Frequently asked questions — Healthcare in France
- How much do Healthcare AI agencies in France charge?
- Of the 8 Healthcare AI agencies on this page, 2 publish complete hourly rate ranges. They range from €45 to €130, with a median around €86. Across the register, rated agencies in Europe bill €65–110/hr (150 rated). 1 agency operates under €100/hr: Preste.
- Which are the top-rated Healthcare AI agencies in France?
- Based on our editorial scoring (portfolio quality, business credibility, and case study depth), the top-ranked Healthcare AI agencies in France are Wavestone, AVISIA, Preste. See the full review on each agency's profile.
- What other industries do France Healthcare agencies serve?
- Beyond Healthcare, the most common cross-industry experience among these agencies is FinTech (5 of 8 agencies). Notable examples include Wavestone, AVISIA, Yield Studio.
- How recent are these Healthcare AI agency reviews?
- All 8 agencies on this page were editorially reviewed between Aug 5, 2026 and Sep 24, 2026 — the most recent being Preste. See our review methodology for how scores are calculated.
- What's the smallest team size available for healthcare in France?
- Mozza, DataGenius are the boutique studios (under 10 people) on this page, ideal for projects needing senior-level attention without large-team overhead.
Local Insight
Healthcare AI Agencies in France
Health AI in France, as published, is operations and pharma data rather than clinical software. The most detailed program here is Upscale Paris's patient-experience rebuild for a national laboratory group—900 million euros in revenue, more than 1,500 sites, 25 million patients a year—delivered over six months from service blueprints to real-time dashboards, predictive analytics and notifications, and rolled out from a two-laboratory pilot in Bordeaux and Lyon to five regions and then nationally, with 710 biologists trained. The published results are specific: net promoter score from 28 to 50, results inside 24 hours against a previous three-to-23-day range, support calls down from 15,000 a month to 6,000, retention from 72% to 87%. Around it, DataGenius builds predictive models and language processing for pharma and health from Lyon, AVISIA lists pharma among its sectors, Preste works document processing and molecular design at €45–85/hr, and Wavestone built a healthcare group's data operating model for compliance as much as analysis.
Two cautions before anyone signs. Upscale Paris publishes no address, no team, no founding year and no registration, and its claimed fifty-plus consultants attach to none of that work; the laboratory client is unnamed, which the register permits, so ask for the name under NDA and two references before committing anything substantial. The second is the regulatory line that sets the budget. A system informing a clinical decision is a medical device with a conformity assessment attached; one that routes documents or forecasts demand is not. Nothing here is published as the former. Ask each candidate which side its last engagement sat on; a plain answer is the good sign.
Intro by Gabor Kiss, curator · How we rank
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