EU AI Act & Data Ownership

Private, compliant AI built for total data sovereignty.

Keep your company data under your control. Constant Labs deploys self-hosted AI models, private cloud endpoints, and TramAI governance for European businesses where privacy matters.

Book a private AI consultation →Projects start from €3,500 fixed
Live Web Sandbox

Try Structured AI Extraction

See how raw business text is converted into validated, structured data for your backend APIs in real time.

Unstructured InputRaw Text / Email
Structured DTO Output
Valid Schema42ms
Guardrail Check: PASSEDSchema: Strict JSON DTO
Sovereignty Standard
Enterprise security, zero model lock-in.
  • Zero data leakage: your company data never trains 3rd party black-box models.
  • On-premise or private cloud deployment (Ollama, vLLM, TramAI, AWS/Azure EU VPC).
  • Compliance roadmap for EU AI Act, GDPR, and enterprise security standards.
  • Deterministic guardrails, structured JSON outputs, and comprehensive audit logs.
  • Full model portability: swap underlying LLMs without rewriting application logic.
  • Complete source code ownership, operational documentation, and team training.
Deployment Roadmap
How we bring private AI into production.
1. Privacy & Boundary Audit
We analyze your data privacy requirements, compliance rules (GDPR/EU AI Act), and data flows to define strict isolation boundaries.
2. Private Stack Deployment
We configure and deploy private models or dedicated endpoints via TramAI, wrapped in strict schema validation and access control.
3. Validation & Handover
We run security stress-tests, audit logging verification, and deliver the system with complete internal team documentation.
Questions
Private AI & EU AI Act compliance questions.
Why choose Private Sovereign AI over public APIs like OpenAI?+
Public APIs process data on external servers and carry data lock-in and compliance risks. Private deployments keep data inside your controlled network, guaranteeing total data ownership and compliance with the EU AI Act.
What is TramAI and how does Constant Labs use it?+
TramAI is a governed AI integration framework for enterprise systems (Spring Boot, Kotlin, Java, Node). It provides deterministic guardrails, model portability, audit logs, and approval gates so AI fits seamlessly into your stack.
Can we run open-weights models (like Llama 3 or Mistral) on our own cloud?+
Yes. We deploy self-hosted models using Ollama or vLLM inside your private cloud (AWS EU, Azure, Hetzner, or on-premise hardware) with GPU optimization.
Is private AI integration more expensive than public APIs?+
While initial setup requires infrastructure scoping, private models eliminate per-token cloud API fees at scale. We offer fixed-price deployments starting from €3,500.
Book a Private AI Consultation
Choose a time below for a free consultation to discuss your sovereign AI requirements.