Secure AI with Hybrid TEE and Decentralised Governance

We come as a technology provider, offering a hybrid approach that leverages Trusted Execution Environments (TEEs) and blockchain infrastructure to enable secure, trusted, confidential, and decentralised AI processing.

Key Value Propositions

• Data protection by design – data stays encrypted at rest and in transit; decryption occurs only inside Trusted Execution Environments (TEEs).

• End-to-end secure processing – sensitive information protected during training, tuning & inference.

• Decentralised data governance – immutable recording of data-usage policies with verifiable computing proofs.

• Interoperability & compliance – aligned with standards and protocols; operates across distributed and heterogeneous infrastructures.

• Transparent & auditable by default – real-time audit trails and policy enforcement.

• Fair monetisation of AI – built-in mechanisms for revenue sharing across model usage, inference & training; rights and incentives preserved for all contributors.

• Reputation & scoring systems – foster trust and reward quality contributions across the ecosystem.

Alignment with the calls

DATA-02: Empowering AI / generative AI along the Cognitive Computing Continuum

• Secure continuum: secure training & inference from cloud to edge.

• Distributed orchestration: blockchain + adaptive scheduling optimise latency & energy.

• Trust & transparency: audit‑ready logs & verifiable computations meet trustworthy AI criteria.

• Sustainable ecosystem: reputation and scoring systems foster trust and reward quality contributions across the ecosystem.

DATA-03: Software Engineering for AI and generative AI

• Secure AI pipeline: end-to-end data protection by design

• Compliance, bias mitigation and auditability: blockchain with verifiable evidence for data‑policy enforcement

• Robustness requirements (protection against poisoning, explainability of system behaviour): verifiable computing & tamper‑proof attestations

We are actively seeking a consortium to co-develop and demonstrate this vision. If you're interested in building a trusted ecosystem for decentralised AI, we’d be glad to connect.