Choosing a digital tool for a medical practice or a coordinated care structure is not just about comparing features. Since 2026, the French and European regulatory framework imposes specific requirements on the hosting of health data, the traceability of content generated by artificial intelligence, and compliance with Ségur standards.
An efficient software that does not comply with these obligations exposes the professional to a concrete legal risk. This article analyzes the compliance criteria that separate truly usable tools from those that are not yet usable.
GDPR Compliance, AI Act, and CNIL: What Changes for AI Tools in Health
Most comparisons of digital tools for caregivers list features without addressing the regulatory question. This is an analytical error. The legal framework is now the primary selection filter.
The French regime distinguishes three pathways for the processing of health data: health data warehouse, compliance with a CNIL reference methodology, or specific authorization. An AI tool that analyzes medical reports or generates clinical summaries must fit into one of these pathways to be used legally.
At the European level, the AI Act classifies AI systems integrated into medical devices as “high risk.” A partial postponement of obligations has shifted some deadlines to 2027-2028 depending on the case, but the requirements for traceability and information on AI-generated content are already active. A professional using an AI assistant to write clinical notes must be able to document the origin of the produced content.
In this context, several healthcare professionals centralize their regulatory monitoring and digital resources through the site www.sante365.org for professionals, which gathers information tailored to the sector’s constraints.
ANS Labeling and Ségur Referencing: Comparative Table of Criteria
The Digital Health Agency publishes an updated list of labeled e-health solutions. This labeling certifies compliance with a specific set of requirements, not just a commercial promise. There are two levels, with distinct scopes.
| Criterion | Level 1 Label (standard) | Level 2 Label (advanced) |
|---|---|---|
| Management of consultations and patient records | Yes | Yes |
| Multi-professional coordination | Yes | Yes, with integrated protocols |
| Activity management and ARS/CPAM reporting | Basic | Complete |
| Certified HDS hosting | Mandatory | Mandatory |
| DMP compatibility | Creation and consultation | Creation, consultation, and feeding |
| SESAM-Vitale approval | Mandatory | Mandatory |
| LAP certification (prescription assistance) | Not required | Required if integrated prescription |
The label does not cover ergonomic aspects. A labeled software can be compliant from a regulatory standpoint but cumbersome to use daily. Conversely, an unlabeled software, even if fluid and well-designed, does not guarantee the conventional compliance required by the ARS.
The Ségur-referenced software (wave 2) adds an additional layer: they must meet technical requirements regarding user account management, interoperability, and the feeding of the Shared Medical Record. This distinction matters for multi-professional health houses, where coordination among practitioners relies on structured data exchanges.
AI Tools for Doctors: Real Features vs. Marketing Promises
Three categories of AI tools stand out in the daily practice of caregivers, with very different levels of maturity.
Medical Documentation Assistants
Solutions like Nabla reduce the time spent writing reports by generating clinical notes from the consultation. The administrative time savings are real. Human validation remains mandatory for each document produced, which limits total automation but preserves medical responsibility.
Transcription and Summarization Tools
Nuance Dragon Copilot (Microsoft) automates the transcription of audio exchanges into structured notes. The quality directly depends on the sound environment and the clarity of the exchange. In a quiet office, the results are usable. In a noisy hospital service, manual corrections remain frequent.
Clinical Reasoning Assistance
Glass Health offers AI-assisted diagnostic exploration. Its clinical use remains limited and does not replace the practitioner’s reasoning. The tool serves more as a cross-check than a decision-making engine. None of these tools have yet received certification as an autonomous medical device in France.
- Ensure that the tool has certified HDS hosting, a non-negotiable condition for any processing of health data in France
- Check compatibility with the DMP and Ségur requirements if the tool is intended for a coordinated structure (MSP, CPTS)
- Demand clear documentation on data processing by the AI: legal basis used, retention period, possibility of deletion
- Distinguish active AI features (content generation, decision support) from traditional automated features (appointment scheduling, reminders)
Telemedicine and Practice Management: Mature but Unequal Tools
Telemedicine and practice management are the two segments where online tools have reached a sufficient level of reliability for daily use. Doctolib, for example, covers appointment scheduling, teleconsultation, and patient follow-up. Its AI features are still under development, but the organizational foundation is stable.
For multi-professional structures, Omnidoc offers a medical collaboration platform that centralizes exchanges between practitioners. Interoperability with existing systems (DMP, secure health messaging) determines the real value of this type of solution.
The choice between these tools depends less on the richness of displayed features than on three concrete parameters: the level of ANS labeling, effective Ségur compatibility, and compliance with the GDPR/AI Act framework for any embedded AI component. An unreferenced Ségur software may work, but it will not be fundable by the public aids provided for the digital equipment of healthcare professionals.
The European regulatory deadlines of 2027-2028 for high-risk AI will further tighten the requirements. Professionals choosing their digital tools today should verify the compliance roadmap of the publisher, not just its pricing grid.