Language technology
for data and AI.

• pauhu.aiAI technology for work that needs sources and control.Explore →
• pauhu.euEuropean language data you can trace to its source.Explore →

Pauhu connects a user's task to source-backed information, governed processing and inspectable evidence.

Evidence you can inspect. Where supported by the product, outputs can carry source identity, provenance, currentness and verification evidence. Pauhu is designed to show what a result is based on, and where the evidence limits the claim.

Built to adapt. Sources, rights and consequential actions stay separate from the model, so admitted models and providers can be replaced under governed conditions.

European data built for AI. Pauhu's European language and legal data portfolio is designed around identifiable sources, multilingual use and evidence that can be traced and reviewed.

AI TECHNOLOGY → pauhu.ai
The AI-facing layer: MCP/API access and governed capabilities for search, translation, terminology, code, data and source-based work.

Designed around:

• controlled actions
• replaceable model and provider roles under governed conditions
• portable evidence and accepted artefacts

EUROPEAN LANGUAGE DATA → pauhu.eu
The portfolio shows what you need to judge the data itself:

• sources
• language coverage
• provenance
• rights
• freshness
• access
• known limitations

Product-specific proof is available with the relevant product.

SOURCE → PROCESSING → RESULT → EVIDENCE

Depending on the product and accepted deployment, a result can be accompanied by its supporting evidence, relevant state or limitations, and explicit control boundaries.

Binding. Pauhu's evaluation methodology uses four explicit result states: PASS, FAIL, UNKNOWN, NOT APPLICABLE. An evaluation result is intended to be bound to the exact source, deployment and served configuration being tested.

Pauhu is built for organisations that require explicit control over data, sources, models, deployment and consequential actions.

• government and public-sector organisations
• regulated and high-trust enterprises
• compliance, procurement and policy teams
• financial and regulated organisations
• energy and industrial organisations
• health and life-sciences organisations working with qualified human review
• research and education organisations working across languages and sources

Typical work includes evidence retrieval, policy and regulatory analysis, multilingual research, terminology, technical-document analysis and controlled knowledge workflows.

Models are replaceable. Admitted local and remote models and providers can be replaced under governed component and routing policies.

Authority is separate from generation. Authentication, entitlement, rights and consequential-action authorisation are separate controls. Consequential actions are authorised by controls outside the model.

Deployment is profile-specific. Customer-controlled deployment profiles where the accepted product dependencies support them.

Product identity stays traceable. Sources, deployment, served configuration and recovery are bound to explicit identities.

The customer-owned parts specified in your offer remain yours: use, change, combine, build on, sell or transfer them. Pauhu retains its own intellectual property. Ownership and licence scope are defined for the specific offer.

The portfolio is designed around the 24 official EU languages. Coverage varies by underlying source and document.

W3C DCAT 3, DCAT-AP 3.0.1, LanguageDCAT-AP 0.9.5.

Conformance is stated only for resources that have passed the applicable validation.

Pauhu is evaluation-led. Evaluations begin with a defined use case, authoritative source set, deployment requirements and explicit acceptance criteria.

• product and deployment definition
• source and provenance information
• evaluation criteria
• known limitations
• applicable rights information
• identity and configuration
• citations and evidence behaviour

Pauhu Ltd (Business ID 0768171-8) operates pauhu.eu. Pauhu AI Ltd (Business ID 3477255-1) operates pauhu.ai. Both are based in Helsinki, Finland.

Contact

WhatsApp

Street address (fi)

Pohjoinen Hesperiankatu 15 A 10
00260 HELSINKI
FINLAND