ChapsVision

What ChapsVision does

ChapsVision is a French AI software group founded in May 2019 by Olivier Dellenbach (former founder/CEO of eFront) that builds sovereign data, AI search, agentic AI, and machine-translation platforms for European governments and large enterprises. Its core technology stack centers on ArgonOS (Argonos), a unified sovereign data platform that ingests, models, secures, and visualizes heterogeneous large-scale data (~1 billion GB/day), onto which Sinequa's GenAI-powered enterprise search and the ChapsAgents agentic AI orchestration layer (GA April 2026) are stacked. Adjacent capabilities include SYSTRAN neural machine translation, MediaSpeech audio transcription, ACIC video analytics (18 years of development), Argonosint OSINT and FacePoint watchlist databases, the ANSSI-certified CrossinG secure exchange gateway, plus acquired offerings such as Coheris CRM, Chaps Retail (Anycommerce), Deveryware geolocation, Ockham investigation tooling, and Elektron judicial interception.

ChapsVision makes money through a mix of multi-year enterprise and government subscriptions, on-premise/perpetual licensing (e.g., SYSTRAN Pure Neural Server, CrossinG), professional services and Qualiopi-certified training, and managed services for LCB-FT (AML/CFT) compliance. Disclosed 2025 revenue is approximately €232M, against >€350M raised since 2019 across three private equity rounds (Oct 2022: >€100M; Oct 2023: €90M; Nov 2024: €85M), and the company reports profitability. The customer base spans more than 2,000 corporate and government clients across 40 countries, anchored by flagship wins at the French State (DGSI, OTDH for the Ministry of the Interior), Germany's BfV, and a large-enterprise logo wall including NASA, Siemens, Airbus Helicopters, TotalEnergies, ExxonMobil, Pfizer, AstraZeneca, BASF, Thales, Société Générale, BNP Paribas, Sanofi, and Orange. The company operates from seven offices (HQ in Suresnes, France; regional presence in the U.S. and Morocco) and is positioning for an IPO with HappyCap Foundation as reference shareholder.

Name

ChapsVision

Legal name

ChapsVision (société par actions simplifiée / SAS)

Website

https://chapsvision.com

Company type

Private

Founded year

2019

Operating status

Operating

Headcount range

501–1,000 employees

Short description

ChapsVision is a French AI software group, founded in 2019, that builds sovereign data, enterprise search, agentic AI, and machine-translation platforms for European governments and large enterprises. It serves 2,000+ customers across 40 countries from seven offices.

Ownership category

akta.pro rank

Product category

Enterprise AI Software

NAICS

Custom Computer Programming Services (541511), Software Publishers (5132), Computer Systems Design Services (541512)

SIC

Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Enterprise AI Governance, Risk & Compliance Platforms (Model Risk, Audit, Policies) (HDAEANAE)

akta.pro secondary industries

AI Observability, Monitoring & Evaluation Platforms (Drift, Quality, Safety) (HDAEANAF), Enterprise AI Data & Knowledge Platforms (Vector Databases, Knowledge Graphs) (HDAEANAH)

Keywords

• Sovereign AI platforms
• Enterprise search software
• Machine translation solutions
• Agentic AI orchestration
• AML compliance software

Headquarters

HQ city

Suresnes

HQ country

France

HQ region

Europe

Offices3 records

Markets served

GTM type

B2B

Offering type

Software

Cost components

Personnel, Technology or R&D, Marketing or Sales, Infrastructure, Operations

Revenue model

1. SaaS / subscription recurring revenue: Bootstrapped analytics SaaS with $65.8M ARR; subscription-based pricing for ArgonOS, Sinequa, ChapsAgents, and SYSTRAN Translate cloud / hosted deployments.
2. On-premise / perpetual licensing: SYSTRAN Pure Neural Server, ArgonOS, ACIC, and other solutions deployed on customer infrastructure as on-premise licenses, including 'sustainable licensing' arrangements for high-volume translation (e.g., Adobe, ADmantX).
3. Professional services and training: Custom implementation, integration, support, and training services (Qualiopi-certified catalog 2026); includes consulting, regulatory watch, and tailored AI solution design for clients.
4. Managed services for compliance and risk: Managed KYC, screening, transaction monitoring, and OSINT services under LCB-FT (anti-money-laundering) offerings; recurring managed-platform revenue from regulated financial institutions.
5. Government / sovereign contract revenue: Major multi-year government contracts (e.g., OTDH with the French State, BfV in Germany, DGSI in France) providing multi-year sovereign-platform revenue.

Pricing tiers

Go-to-market motion5 records

Distribution channels5 records

Marketing channels10 records

Core offering

ChapsVision builds and sells sovereign AI platforms for governments and large enterprises. Its core product, Argonos (ArgonOS), ingests, models, secures, and visualizes heterogeneous large-scale data; Sinequa adds GenAI-powered enterprise search; ChapsAgents orchestrates trustworthy agentic AI on top; and SYSTRAN delivers neural machine translation. Modular solutions are sold for defense and intelligence, financial compliance, multilingual enterprise search, customer engagement, and secure video analytics to over 2,000 corporate customers across 40 countries.

Product overview

ChapsVision operates a platform-plus-modules architecture centered on Argonos (ArgonOS), its sovereign data and agentic AI platform that processes heterogeneous data at scale. Argonos acts as the technological backbone, integrating the Sinequa GenAI-powered enterprise search platform (acquired November 2024) and the ChapsAgents agentic AI orchestration layer (GA April 2026) on top of secure search. SYSTRAN Translate provides AI-powered multilingual translation with on-premise deployment for governments and institutions. From these platforms, ChapsVision derives modular solutions for two main markets: Government (Argonos-based intelligence, defense, and homeland security offerings such as Chaps Investigation, Chaps Cyber, Chaps Security, Chaps Crisis, CrossinG ANSSI-certified gateway, ARGONOSINT, FACEPOINT, Elektron judicial interception, Ownlint, Metamorf, sonIA, Tactical Surveillance, Mobile Labs, Multimodal Geolocation, ACIC video analytics, and OSINT Souveraines) and Enterprise (Coheris CRM Customer Engagement Suite, Chaps Retail unified commerce from the Anycommerce acquisition, Argonos Mind augmented economic intelligence, MediaSpeech audio analysis, Articque geospatial analysis, AML/LCB-FT platform, SYSTRAN-powered machine translation, and Sinequa-powered AI Workplace for manufacturing, life sciences, financial services, and private equity verticals). ChapsVision has executed more than 25 acquisitions since 2019 to expand these capabilities and the platform.

Differentiator

Problem solved

Functional benefit

Brands

• ChapsVision: Parent brand covering AI solutions for businesses and governments (data intelligence, agentic AI, sovereign platforms).
• Argonos (ArgonOS)
• Sinequa
• ChapsAgents
• Systran (Systran Translate)
• MediaSpeech
• Articque
• ACIC
• FACEPOINT
• ARGONOSINT
• Flandrin Technologies
• Coheris
• Chaps Retail (Anycommerce)

Products and services

• Argonos (ArgonOS) Core sovereign data and agentic AI platform that transforms complex, heterogeneous data into intelligence for faster, smarter, sovereign decisions. Selected by the French State for the OTDH project (Lot 1 in late 2024 for data preparation, Lot 2 in June 2026 for modelling, securing, and visualization).
• Sinequa

Quantifiable outcome

• 30-35% efficiency improvement and 35-45% cost optimization at Farfetch via SYSTRAN NMT, plus 10-15% additional gain in year 2
• +4 more outcomes

Named customers40 records

Segments6 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

Yes

API docs

API detail

Core technology

AI maturity

App detail

Integration1 record

AI capability16 records

Feature11 records

Partnerships

Eight partnerships are on record, tiered core, flagship and minor.

• SiemenscoreStrategic or Co-development Partner · 22 June 2026Siemens is a named flagship enterprise customer (homepage logo wall) and co-cited with ChapsVision at VivaTech 2026 around European AI diversification away from US providers. Siemens is named on the homepage alongside other trusted organizations.
• ScalewaycoreTechnology or Integration · 17 June 2026ChapsVision selected Scaleway as its sovereign cloud partner, announced 17 June 2026. Scaleway provides the European cloud infrastructure underpinning ChapsVision's sovereign deployment of ArgonOS, ChapsAgents, Sinequa, and SYSTRAN.
• Mistral AIcoreStrategic or Co-development Partner · 16 June 2026Mistral AI and ChapsVision jointly anchor France's push for sovereign AI: Mistral powers a government chatbot for civil servants while ChapsVision's ArgonOS replaces Palantir at the DGSI intelligence agency. The two are repeatedly cited together as the French sovereign-AI stack.
• EXIATechnologiescoreStrategic or Co-development Partner · 6 April 2026Strategic partnership announced 6 April 2026 to strengthen ChapsVision's presence in Morocco, complementing its Casablanca office. The agreement positions EXIATechnologies as a regional partner for ChapsVision's sovereign AI and data platforms across Moroccan enterprise and government clients.
• Cummins, Inc.flagshipStrategic or Co-development Partner · 13 November 2025Co-innovation partnership announced 13 November 2025 with Cummins, the global power solutions manufacturer. Cummins is also a flagship customer named on ChapsVision's homepage logo wall, signalling deep, multi-year collaboration on AI and data solutions.
• RolaminorStrategic or Co-development Partner · 15 October 2025Partnership with Rola referenced on the press room on 15 October 2025. Limited public detail beyond the announcement; aligned with ChapsVision's broader channel / regional expansion strategy.
• SVAminorStrategic or Co-development Partner · 1 October 2025Partnership with SVA referenced on the press room in October 2025. Limited public detail beyond the announcement; part of ChapsVision's regional partner ecosystem.
• HappyCap FoundationflagshipOthers · 1 May 2019HappyCap Foundation, co-founded by Olivier Dellenbach and his wife Béatrice in May 2019, is positioned as the reference shareholder for ChapsVision's planned IPO. The foundation supports people with intellectual disabilities and is central to ChapsVision's sustainability and governance strategy.

Scale indicators15 records

Recent moves7 records

Expansion highlights7 records

Broad incumbents

• Atos: Atos is a European IT services leader with significant public-sector and defense AI/data exposure. It competes for sovereign IT modernization deals across France and the EU, overlapping with ChapsVision's government/enterprise business.
• Thales: Thales is a large European defense and cybersecurity prime that competes with ChapsVision in defense, intelligence, and sovereign cybersecurity (e.g., CrossinG vs. Thales cipher/datacrypt offerings). Thales has a much broader portfolio but overlaps on government AI/cybersecurity procurement.
• Capgemini: Capgemini is a large European IT services and systems-integration firm implementing AI/data platforms for governments and large enterprises. As ChapsVision's platform-plus-services often competes with Capgemini-led system integration deals, Capgemini is a broad incumbent comparable.

Direct peers

• DeepL: DeepL is a leading neural machine translation vendor directly comparable to SYSTRAN (acquired by ChapsVision). Both compete in secure, high-quality enterprise and government translation, with DeepL emphasizing quality and SYSTRAN emphasizing on-premise and sovereign deployment.
• C3.ai: C3.ai is an enterprise AI application platform competing in the same agentic-AI and data-unification category as ChapsAgents and ArgonOS. Both target large enterprises and government with pre-built AI applications, making C3.ai a comparable business-model peer.
• Mistral AI: Mistral AI is the French sovereign foundation-model partner that ChapsVision is repeatedly co-positioned with in French sovereignty messaging. Both anchor the European sovereign-AI stack (Mistral for models, ChapsVision for data/platform), making Mistral a complementary and partially overlapping peer.
• Coveo: Coveo is an enterprise AI-search and relevance platform directly comparable to Sinequa (now part of ChapsVision). Both serve large enterprises with GenAI-powered search, RAG, and personalization, and Coveo is named alongside Sinequa in analyst evaluations like the QKS SPARK Matrix.
• Palantir Technologies: Palantir's Gotham and Foundry platforms are the direct incumbent that ChapsVision is replacing at France's DGSI and positioning against for European sovereign AI. Both target defense, intelligence, and large-enterprise data unification with agentic-AI capabilities, making Palantir ChapsVision's closest head-to-head rival in sovereign data platforms.
• Recorded Future: Recorded Future is an OSINT and threat-intelligence platform comparable to Argonosint and FacePoint within ChapsVision. Both provide intelligence collection across the clear, deep, and dark web for government, defense, and financial-services risk and security use cases.

Emerging players

• Dataminr: Dataminr provides real-time event and risk detection from open sources, overlapping with ChapsVision's OSINT and crisis-management offerings (Argonosint, Chaps Crisis). Comparable in government/enterprise security intelligence use cases, though Dataminr's primary strength is real-time alerting.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat6 records

Key risks6 records

Key highlights7 records

Customer concentration

• LinkedInlinkedin.com/company/chapsvision

Compliance5 records

Revenue estimate

Valuation estimate

Number of profiles

Profiles2 records

Subsidiaries14 records

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A1 record

Investments

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

Frequently asked questions about ChapsVision