Cleyrop

Name: Cleyrop
Brand: Cleyrop

AI Native

Libérez la valeur de vos données et les potentiels de l'Intelligence Artificielle en toute confiance !

Est 2020|Valuation $36.1M|Raised $18.1M|19 Ref Customers

LinkedIn 4K|Website|FTEs 50|HQ Paris, Île-de-France, FR

MarketsData Catalog

Published Oct 15, 2026

01Common complaints

This section is provided to assist procurement decision-making. 1. Organizations that require extensive independent reviews and broad market validation: public review-platform content is limited for this vendor. 2. Organizations that rely on large talent pools and partner ecosystems to reduce staffing risk: Databricks, Snowflake, and Microsoft ecosystems provide broader market depth. 3. Organizations that require transparent, published list pricing for procurement comparisons: the vendor does not publish numeric prices publicly. 4. Organizations whose primary requirement is leading performance in a single technical layer (for example, a best-in-class warehouse or best-in-class MLOps component): a single integrated suite may offer breadth but not necessarily the highest-performing standalone component in each category. 5. Organizations operating primarily outside Europe that do not require EU-specific hosting and governance capabilities.

Deal disqualifiers (poor fit)

Small startups or SMBs with minimal compliance needs.
Organizations already standardized on Databricks/Snowflake/Microsoft Fabric and seeking only incremental capabilities.
Teams that require large third-party marketplaces of plugins/connectors immediately.

Documented limitations

Independent user-reported issues are not available at scale due to limited public reviews.
Security certification clarity: SOC 2 / ISO-style certifications are not clearly presented publicly; SecNumCloud describes a hosting/operation framework and requires precise scoping in vendor documentation.

Roadmap / new product signals

Vendor materials highlight new offerings and ongoing product evolution; however, public roadmap dates and detailed release notes are not easily accessible.

02Why they buy

Credible vendor-differentiated claims

European sovereignty and deployment options (including SecNumCloud-compatible hosting and on-premises deployments).
An integrated lifecycle platform that covers ingestion, storage, transformation, analysis, governance, and GenAI application capabilities in one environment.
Support for multi-model generative AI deployment intended for confidential environments, with vendor references to private LLM deployment.

Claims that require validation during procurement

Shorter implementation timelines or immediate time-to-value: verify with customer references and contracted SLAs.
Statements about pricing transparency: obtain detailed pricing and licensing contracts to confirm which costs are included.

03Field reports

Review-platform availability (G2 / Gartner / TrustRadius / etc.)

G2: The vendor has a seller/product listing with no public user reviews.
Gartner Peer Insights: No accessible product review page was identified in the public search performed for this research.
TrustRadius / Capterra: No substantive review listings were found in this research.

Implication: third-party review data is limited; the most accessible endorsements are vendor-published case studies and quotes.

Vendor-published testimonials (available, but not independent)

Vendor materials include quotes from named organizations describing working relationships with Cleyrop. These are curated by the vendor and should be treated as vendor-provided references rather than independent reviews.

Community/social proof (Reddit / HackerNews / GitHub)

Searches did not surface substantive community threads discussing the product; English-language community discussion is limited compared with larger platform competitors.

Practical consequences for purchasers

Because independent reviews are limited, organizations should obtain customer references in their industry and ask targeted questions about deployment timelines, operational burden, upgrades, and support. Request a vendor security packet and confirm which controls are product features versus hosting-provider responsibilities.

Publicly referenced case studies (vendor)

Vendor materials reference named case studies involving public-sector and enterprise customers.

Critical evaluation

Most quantified outcomes and ROI claims in vendor case studies are selected by the vendor. Accessible snippets often lack hard metrics (time saved, costs reduced, user adoption numbers). Procurement should request implementation timelines, scope boundaries, and measurable pre/post KPIs in reference checks.

04Best fit

Company sizes

Most plausible fits based on positioning and procurement realities:

Mid-market to enterprise: organizations with substantial headcount and procurement processes; those with compliance and data governance needs that justify a platform investment.
Public sector agencies and regulated institutions running multi-year programs.

Industries / verticals

Public sector / tourism and national observatories.
Finance (including regulated finance reporting use cases).
Healthcare / health data ecosystems.
Defense/space and nuclear safety contexts.

Roles and personas

Decision makers: CIO/CTO, CDO, Head of Data/AI, CISO, procurement leads.
End users: data engineers, data scientists, analytics engineers, governance leads, and business users leveraging low-code interfaces.

Qualification criteria (good fit)

Requires EU sovereign hosting (SecNumCloud / on-prem) and governance for sensitive domains.
Seeks to standardize multiple data and AI workflows in a single governed platform.
Has cross-functional adoption goals beyond a single data science team.

05The pitch

What the product does (objective summary)

Cleyrop is a European sovereign end-to-end Data & AI platform positioned as an integrated alternative to assembling a modern data stack from separate tools. The platform offers two primary product lines: - Hemera: an end-to-end data platform (ingestion/storage, transformation/orchestration, analytics/BI, data science, governance, secure collaboration) intended to cover the full data lifecycle in a single environment. - Ogma: a multi-model generative AI offering (private chat/RAG, natural-language querying, document search, chatbots, content generation, agent building via no-code tools) designed for sensitive environments with governance constraints. Cleyrop’s messaging emphasizes sovereignty (European control/hosting), compartmentalized collaboration (referred to by the vendor as "watertight projects"), governance/traceability, and the ability to deploy in SecNumCloud-operated environments or on-premises depending on security requirements. Primary use-case categories emphasized by the vendor include healthcare, finance, defense/space, and other regulated or strategic industries.

Target market and market positioning

Cleyrop targets: - Public sector and regulated enterprises in Europe that require data governance and AI enablement without exposure to non-European cloud control or extra-territorial legal concerns. - Organizations that seek reduced implementation timelines via pre-packaged capabilities and low-code/no-code workflows. Positioning is explicitly competitive with large US-centric platforms such as Databricks, Snowflake, and Dataiku, and the vendor differentiates via sovereignty, simplicity, and pre-packaged offerings.

Get a comprehensive analysis of Cleyrop including market position, competitive landscape, adoption trends, and peer benchmarks.

Download full report →

Published Oct 15, 2026

01Common complaints

This section is provided to assist procurement decision-making.

Organizations that require extensive independent reviews and broad market validation: public review-platform content is limited for this vendor.
Organizations that rely on large talent pools and partner ecosystems to reduce staffing risk: Databricks, Snowflake, and Microsoft ecosystems provide broader market depth.
Organizations that require transparent, published list pricing for procurement comparisons: the vendor does not publish numeric prices publicly.
Organizations whose primary requirement is leading performance in a single technical layer (for example, a best-in-class warehouse or best-in-class MLOps component): a single integrated suite may offer breadth but not necessarily the highest-performing standalone component in each category.
Organizations operating primarily outside Europe that do not require EU-specific hosting and governance capabilities.

Deal disqualifiers (poor fit)

Small startups or SMBs with minimal compliance needs.
Organizations already standardized on Databricks/Snowflake/Microsoft Fabric and seeking only incremental capabilities.
Teams that require large third-party marketplaces of plugins/connectors immediately.

Documented limitations

Independent user-reported issues are not available at scale due to limited public reviews.
Security certification clarity: SOC 2 / ISO-style certifications are not clearly presented publicly; SecNumCloud describes a hosting/operation framework and requires precise scoping in vendor documentation.

Roadmap / new product signals

Vendor materials highlight new offerings and ongoing product evolution; however, public roadmap dates and detailed release notes are not easily accessible.

02Why they buy

Credible vendor-differentiated claims

European sovereignty and deployment options (including SecNumCloud-compatible hosting and on-premises deployments).
An integrated lifecycle platform that covers ingestion, storage, transformation, analysis, governance, and GenAI application capabilities in one environment.
Support for multi-model generative AI deployment intended for confidential environments, with vendor references to private LLM deployment.

Claims that require validation during procurement

Shorter implementation timelines or immediate time-to-value: verify with customer references and contracted SLAs.
Statements about pricing transparency: obtain detailed pricing and licensing contracts to confirm which costs are included.

03Field reports

Review-platform availability (G2 / Gartner / TrustRadius / etc.)

G2: The vendor has a seller/product listing with no public user reviews.
Gartner Peer Insights: No accessible product review page was identified in the public search performed for this research.
TrustRadius / Capterra: No substantive review listings were found in this research.

Implication: third-party review data is limited; the most accessible endorsements are vendor-published case studies and quotes.

Vendor-published testimonials (available, but not independent)

Community/social proof (Reddit / HackerNews / GitHub)

Searches did not surface substantive community threads discussing the product; English-language community discussion is limited compared with larger platform competitors.

Practical consequences for purchasers

Publicly referenced case studies (vendor)

Vendor materials reference named case studies involving public-sector and enterprise customers.

Critical evaluation

04Best fit

Company sizes

Most plausible fits based on positioning and procurement realities:

Mid-market to enterprise: organizations with substantial headcount and procurement processes; those with compliance and data governance needs that justify a platform investment.
Public sector agencies and regulated institutions running multi-year programs.

Industries / verticals

Public sector / tourism and national observatories.
Finance (including regulated finance reporting use cases).
Healthcare / health data ecosystems.
Defense/space and nuclear safety contexts.

Roles and personas

Decision makers: CIO/CTO, CDO, Head of Data/AI, CISO, procurement leads.
End users: data engineers, data scientists, analytics engineers, governance leads, and business users leveraging low-code interfaces.

Qualification criteria (good fit)

Requires EU sovereign hosting (SecNumCloud / on-prem) and governance for sensitive domains.
Seeks to standardize multiple data and AI workflows in a single governed platform.
Has cross-functional adoption goals beyond a single data science team.

05The pitch

What the product does (objective summary)

Hemera: an end-to-end data platform (ingestion/storage, transformation/orchestration, analytics/BI, data science, governance, secure collaboration) intended to cover the full data lifecycle in a single environment.
Ogma: a multi-model generative AI offering (private chat/RAG, natural-language querying, document search, chatbots, content generation, agent building via no-code tools) designed for sensitive environments with governance constraints.

Cleyrop’s messaging emphasizes sovereignty (European control/hosting), compartmentalized collaboration (referred to by the vendor as "watertight projects"), governance/traceability, and the ability to deploy in SecNumCloud-operated environments or on-premises depending on security requirements.

Primary use-case categories emphasized by the vendor include healthcare, finance, defense/space, and other regulated or strategic industries.

Target market and market positioning

Cleyrop targets:

Public sector and regulated enterprises in Europe that require data governance and AI enablement without exposure to non-European cloud control or extra-territorial legal concerns.
Organizations that seek reduced implementation timelines via pre-packaged capabilities and low-code/no-code workflows.

Positioning is explicitly competitive with large US-centric platforms such as Databricks, Snowflake, and Dataiku, and the vendor differentiates via sovereignty, simplicity, and pre-packaged offerings.

Get a comprehensive analysis of Cleyrop including market position, competitive landscape, adoption trends, and peer benchmarks.

Download full report →