Pôle d'Expertise de la Régulation Numérique (PEReN)

What Pôle d'Expertise de la Régulation Numérique (PEReN) does

Pôle d'Expertise de la Régulation Numérique (PEReN) is a French national public service (service à compétence nationale) created by decree no 2020-1102 on August 31, 2020, and placed under the joint authority of the ministers responsible for economy, communication, and digital affairs. Administratively attached to the Direction Générale des Entreprises (DGE) and headquartered at 120 rue de Bercy in Paris, PEReN provides sovereign, mutualized technical expertise to French state services and independent authorities responsible for regulating digital platforms and artificial intelligence. Its mandate is operationalized through algorithm auditing methodologies, AI system analysis, cloud service portability testing, deepfake detection evaluation, and platform transparency indicator analysis.

The organization's core portfolio comprises open-source software tools published on its GitLab forge (code.peren.gouv.fr), an interactive AI Model Openness Comparator built on the Open Source Initiative's open-source AI definition, the Moderaviz content moderation visualization dashboard, the technical "Éclairages sur..." publication series, and PEReN Lab articles documenting experimental methodologies. Notable technical outputs include a study of energy consumption across 22 generative AI text models using the Jean Zay supercomputer (documenting 45% energy reduction via mixture-of-experts architectures and 39% savings via quantization), a deepfake risk study with CNIL, AI content attribution prototypes using nearest-neighbor search, and standardized evaluation frameworks for synthetic content detectors co-developed with Viginum. All productions are released under open-source licenses.

PEReN does not operate on commercial terms: it provides its expertise free of charge to government clients through formal conventions, and is funded by the French state public budget. Its customer base is exclusively public-sector, including Arcep, Autorité de la concurrence, CNIL, Viginum, ARPE, DGMIC, and various ministries, with research collaborations involving Inria/Regalia and IDRIS. The organization employs approximately 21 people drawn primarily from elite French technical corps (Mines, Polytechnique, Télécom Paris) and senior cybersecurity backgrounds, currently led by Director Renaud Labelle (since March 2026), who succeeded Nicolas Deffieux following his departure to the European Commission's DG Connect.

Name

Pôle d'Expertise de la Régulation Numérique (PEReN)

Legal name

Pôle d'Expertise de la Régulation Numérique

Website

https://peren.gouv.fr

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

PEReN is a French government national service providing sovereign technical expertise in data science and AI to French regulators (Arcep, CNIL, Autorité de la concurrence) for digital platform and algorithm auditing, funded by public budget and delivering all outputs as open source.

Ownership category

akta.pro rank

Headquarters

HQ city

Paris

HQ country

France

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Services

Cost components

Personnel, Technology or R&D, Operations

Distribution channels2 records

Marketing channels6 records

Core offering

PEReN is a French national public service that provides sovereign, mutualized, and state-of-the-art technical expertise to support government authorities in regulating digital platforms and artificial intelligence. Its core offerings include algorithm auditing, data analysis, AI impact assessment, and the development of open-source software tools and interactive comparators (such as the AI Model Openness Comparator and Moderaviz). All productions are shared as open source to enable transparent and collaborative regulation.

Product overview

PEReN is a French national public service supporting government regulation of digital platforms and AI. The organization provides technical expertise through algorithmic auditing, data analysis, and innovative regulatory tools, sharing all productions as open source. Its core portfolio includes the AI Model Openness Comparator (Comparateur d'ouverture de modèles d'IAG) for evaluating generative AI model transparency, Moderaviz for platform moderation visualization, and various open-source software tools published on their GitLab forge. PEReN Lab publishes technical research articles on cloud migration testing, synthetic content detection, and platform analysis, while the Publications series (Éclairages sur...) provides regulatory analysis on AI, recommendation algorithms, and digital platform topics.

Differentiator

Problem solved

Functional benefit

Brands

• PEReN Lab: Technical articles sharing state-of-the-art expertise on technologies deployed in PEReN projects.
• Comparateur d'ouverture de modèles d'IAG
• Moderaviz

Products and services

• Comparateur d'ouverture de modèles d'IAG (AI Model Openness Comparator)

Quantifiable outcome

• Studied 22 generative AI text models for energy consumption analysis (3 to 123 billion parameters)
• +4 more outcomes

Segments1 record

Ideal customer profiles1 record

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability14 records

Feature6 records

Partnerships

Eight partnerships are on record, tiered core and minor.

• Viginum (Service de vigilance et de protection contre les ingérences numériques étrangères)coreStrategic or Co-development Partner · 11 February 2025Collaboration for developing open-source tools to evaluate synthetic content detectors on social networks. Joint development of standardized interfaces aggregating multiple AI-generated content detectors.
• CNIL (Commission nationale de l'informatique et des libertés)coreStrategic or Co-development Partner · 3 December 2024Partnership with CNIL's LINC innovation laboratory for studying deepfake risks and limits. CNIL sought to explore with PEReN how easily hypertrucages (deepfakes) could be produced and their implications for identity usurpation.
• ARPE (Autorité des Relations sociales des Plateformes d'Emploi)coreStrategic or Co-development Partner · 25 April 2024Collaboration for analyzing transparency indicators published by VTC and delivery platforms under the Mobility Orientation Law. PEReN created visualization graphics and conducted first critical analysis of platform employment indicators.
• Inria/RegaliacoreStrategic or Co-development Partner · 6 May 2021Research partnership for developing algorithm auditing methodologies. Jointly produced feasibility study on content recommendation algorithm auditing methods with Inria's Regalia research team.
• DGMIC (Direction Générale des Médias et des Industries Culturelles, Ministère de la Culture)coreStrategic or Co-development Partner · 6 May 2021Commissioned study on content recommendation algorithm auditing methodologies as part of international multipartite working group on online content diversity chaired by Canadian Heritage.
• Autorité de la concurrencecoreStrategic or Co-development PartnerFormal convention established for collaboration. The Autorité de la concurrence noted that PEReN's advanced expertise is an undeniable asset in the most technical cases, providing specialized technical analysis support for regulatory proceedings.
• Arcep (Autorité de régulation des communications électroniques, des postes et de la distribution de la presse)coreStrategic or Co-development PartnerPrimary regulatory partner responsible for cloud services regulation. Charged PEReN with testing cloud service portability and interoperability in preparation for Data Act application. PEReN contributed environmental impact study on generative AI for Arcep's comprehensive report.
• Open Source Initiative (OSI)minorStrategic or Co-development PartnerReference to OSI's published definition of open source AI. PEReN developed its AI model openness comparator based on OSI's standards.

Scale indicators2 records

Recent moves6 records

Expansion highlights6 records

Regional players

• Ofcom: UK communications and digital services regulator with designated competence over online safety and platform regulation. Comparable in regulating digital platforms with technical capability, but operating under UK rather than French/EU law.
• Bundesnetzagentur: German federal regulatory authority with expanding competence over digital platforms and AI under the Digital Services Act. Comparable as a national-level regulator that needs technical expertise to oversee digital platforms, but operating under different national legislation and geography.
• Centre for Data Ethics and Innovation (UK): UK government advisory body on data ethics and AI, providing independent advice to regulators and policymakers. Comparable in providing structured expertise to support AI and data governance, though with advisory rather than operational regulatory mandate and in a different jurisdiction.

Others

• Autorité de la concurrence: French competition authority with a formal convention with PEReN. Comparable as a French national regulator requiring technical expertise in digital markets; cites PEReN as an asset in technical competition cases involving digital platforms.
• Arcep: French regulator for electronic communications, postal services, and press distribution. Primary commissioning partner of PEReN, having charged it with cloud-migration testing for the Data Act and contributed jointly to AI environmental studies. Comparable as a national-level technical regulatory body.
• CNIL (Commission nationale de l'informatique et des libertés): French data protection authority with an internal LINC innovation laboratory. Direct partner of PEReN on deepfake studies; comparable in operating a technical-research function within a French regulatory body, though focused specifically on data protection rather than the broader digital platform and AI mandate.
• Viginum: French national service for vigilance and protection against foreign digital interference. Direct partner of PEReN on synthetic-content detection tooling; comparable as a French state entity providing specialized technical expertise for digital integrity.
• AI Watch (European Commission): European Commission initiative monitoring AI development, uptake, and impact in Europe. Comparable as an EU-level AI knowledge resource for policymakers, with overlap to PEReN's AI openness comparator and environmental impact analyses.

Emerging players

• Ada Lovelace Institute: UK-based independent research institute focused on the social and ethical implications of AI and data-driven technologies. Comparable in producing policy-relevant research on AI governance and digital regulation, though operating as a private foundation rather than a state entity.
• AI Now Institute: US-based research institute examining the social implications of artificial intelligence and producing policy research for regulators and policymakers. Comparable in producing AI accountability and regulation research, with partial thematic overlap with PEReN's audit and AI-energy work.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights7 records

Customer concentration

• GitHubcode.peren.gouv.fr/explore
• LinkedInlinkedin.com/company/p%C3%B4le-d-expertise-de-la-r%C3%A9gulation-num%C3%A9rique-peren

Compliance2 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles1 record

Funding overview

Funding rounds

Investors

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M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Pôle d'Expertise de la Régulation Numérique (PEReN)