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Responsible AI Maturity

Les 5 Piliers du RAIM Score®

Un score composite fondé sur cinq dimensions de la maturité IA responsable, pondérées selon leur impact organisationnel et réglementaire. Élaboré à partir de la recherche académique et de données scientifiques, il constitue le premier standard de mesure rigoureux de l'IA éthique en Europe.

EU AI Act ISO/IEC 42001 GDPR NIS2 NIST AI RMF CSRD/ESRS
P1 — Social & Humain

Conduite du changement, transformation des compétences, littératie IA, inclusion et équité algorithmique.

P2 — Gouvernance Gouvernance & Conformité

Structures de gouvernance IA, politiques internes, conformité EU AI Act et gestion des risques.

P3 — Transparence Transparence & Responsabilité

Explicabilité algorithmique, documentation IA, audits externes et traçabilité décisionnelle.

P4 — Cybersécurité Cybersécurité & Sûreté IA

Robustesse des systèmes IA, sécurité adversariale, red-teaming, résilience et gestion des incidents.

P5 — Environnement Impact Environnemental

Empreinte carbone des modèles IA, consommation datacenters, engagements net-zéro et reporting ESG.

P1 — Social & Human
P2 — Governance
P3 — Transparency
P4 — Cybersecurity
P5 — Environment

Your Level Roadmap

How to raise your level, pillar by pillar

P1 — Social & Human

Map the human impact of AI on your teams, build reskilling pathways, and create a culture where every employee grows with AI — not against it.

P2 — Governance & Compliance

Structure your AI governance from the inside out — from your first risk map to a board-level policy that turns EU AI Act compliance into a competitive edge.

P3 — Transparency & Accountability

AI model documentation, explainability reports, GDPR-aligned data privacy controls, and human oversight mechanisms.

P4 — Cybersecurity & AI Safety

Stress-test your AI before it fails in the real world. Build the resilience layer that protects your systems, your data, and your organization's trust.

P5 — Environmental Impact

Measure what your AI actually costs the planet. Cut it, report it, and turn environmental responsibility into a visible part of your RAIM level.

Research & Development

A standard built on science.

Not an opinion on responsible AI. A rigorous reading of the state of the art.

84
Indicators
5
Pillars
20+
Scientific papers
14
Reference benchmarks
20+
Norms & standards
🔬

Grounded in research

Every indicator anchored in the scientific literature on responsible AI.

📊

Validated by data

Every requirement corroborated by the sector's reference indices and benchmarks.

⚖️

Aligned with the norm

From the EU AI Act to the ISO standards for AI management systems.

Our contribution

Where research had not yet settled, we formalised.

Environment, ahead of consensus

A full set of indicators in a dedicated pillar from day one.

The right not to deploy

Sobriety as a criterion. AI should never be forced where it adds no value.

A new way to audit

An audit re-engineered from the ground up.

An intensive AI development effort, designed to disrupt the regular auditing process toward audits that are faster, deeper and always human-validated. AI for scale, a human in the loop wherever judgement matters.

Living by design

A continuous watch on research and regulation. The standard evolves through controlled, versioned revisions.

Confidential by design

The full source mapping is RAIM Level's proprietary methodological core. Reserved for pilots and the scientific committee.

Challenge our standard.

A multidisciplinary scientific committee stress-tests our indicators. On some questions, the research itself has yet to settle. Researcher, lawyer, practitioner? Join the work.

Propose a contribution
Norms and standards

The framework, traced to its sources

Each RAIM Level sub-pillar builds on EU law, international standards and recognised frameworks.

NEXT STEP

What is your AI maturity level?

Explore the 4 RAIM levels and benchmark your organisation on the RAIM Score® scale.

Apply to the pilot Maturity Levels