RESEARCH PROGRAMME

The Private AI Pattern: a contribution to European sovereign AI infrastructure.

A formal, publishable pattern for production AI agents on customer-controlled infrastructure — extracted from live deployments, validated in production, contributed to the European open-internet stack through our Horizon Europe consortium.

What we are building and why it matters.

European mid-market organisations need AI that reasons over their data without surrendering sovereignty. The Private AI Pattern resolves this: governed schemas, contextual reasoning, bounded automation, self-improving knowledge, and data residency — proven in production. Our research objective is to advance this pattern toward formally verified sovereign execution.

OUR CONSORTIUM

Magic ID

Thessaloniki, Greece

Pattern originator and reference implementation. Two live commercial deployments.

CERTH/ITI

Thessaloniki, Greece

Centre for Research and Technology Hellas. Formal verification of the Private AI Pattern as a trusted execution boundary.

Bulgarian partner

Sofia, Bulgaria

Dissemination and market validation in the Bulgarian mid-market.

The Thessaloniki and Sofia Chambers of Commerce are dissemination partners, providing SME network access for pattern validation.

7/9

TRL 7 — system prototype demonstrated in operational environment.

Target: TRL 8–9 with formal verification.

DATA-02

Horizon Europe Open Internet Stack.

The Private AI Pattern as a sovereign execution framework for commercial AI.

CL3

HORIZON-CL3 SecureAI — Civil Security.

Identity-verified agent interaction across civic and commercial contexts.

What formal verification would enable.

The current pattern guarantees data residency but not computational sovereignty. Verification would close three gaps — making the pattern adoptable in regulated domains beyond commerce.

Attestable compute

Customer-managed encryption

Verifiable agent boundaries

For commercial applications: /platform

Research enquiries: info@magic-id.com

info@magic-id.com

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