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Model compliance reduces risk.
Enterprise enforcement proves it.

The Universal Intelligence Architecture™ (UIA) is a forensic framework for the characterization, regulation and verification of Large Language Models in critical infrastructure.

Model compliance reduces risk.
Enterprise enforcement proves it.

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Protocol Engineering
Treating AI failure as a network state error. Moving from "Cognitive UDP" (Fire & Forget) to "Cognitive TCP" (Connection-Oriented).

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Zero-Hysteresis
Guaranteed session closure and liability discharge. Preventing context contamination in dual-sector environments (Banking/Telecom).

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Manifold Signatures
Empirical behavioral geometry for black-box models. Calculating the rigid deterministic patterns of AI under stress.

UIA is a model-agnostic control and verification layer that helps enterprises operate AI systems safely without requiring access to model internals. It complements existing security controls by making AI lifecycle behavior measurable, enforceable and reviewable.

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UIA is for organizations that don’t own the AI, but own the consequences.

© 2025 • All Rights Reserved • Faustin Bouchard and Lucie Demers - Universal Intelligence Architecture™

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