Use Case: Confidential Model Audits

The Transparency
Paradox

Verify model safety and compliance without ever exposing proprietary weights or intellectual property.

The Strategic Context

The Blind Handshake

Regulators increasingly demand audits for high-risk AI models (EU AI Act), but AI labs cannot share proprietary weights for fear of leakage or theft. This "transparency paradox" stalls commercial adoption and creates legal deadlock.

Lucid resolves this deadlock with the "Blind Handshake." We enable third-party auditors to run evaluation scripts against encrypted model weights within a hardware-sealed enclave. The auditor sees the results; the model lab keeps the IP.

7%

Potential fine of global turnover under the EU AI Act for non-compliance.

The Technical Mechanism

The Safe Room:

A secure enclave (TEE) is established on a neutral compute node, verified by hardware-signed evidence.

Encrypted Execution:

The TEE decrypts and runs the evaluation only within isolated processor memory, invisible to the host.

Zero Knowledge:

Only the signed audit report is released. All intellectual property is wiped from memory instantly.

The Lucid Argument

Eliminate the Cost of Inertia

Manual, trust-based audits take months and introduce massive IP risk. Lucid automates compliance at the speed of compute.

$0
IP Exposure

Weights are never decrypted outside of verified secure hardware.

100%
Regulatory Proof

Provide regulators with hardware-signed evidence of model testing.

Instant
Market Entry

Bypass manual review cycles by providing "AI Passports" for every model version.

EU AI Act
Model Safety
Risk-based assessment
for high-impact AI.
NIST
AI RMF 1.0
Artificial Intelligence
Risk Management Framework.
ISO
42001 AI MS
International standard for
AI management systems.
SOC3
Trust Report
Public assurance of
confidentiality and privacy.

Secure Your Model Audits

Passport your AI models across regulatory borders with verifiable safety audits. Contact us to discuss your certification needs.