Logic you can see.
Decisions you can trust.
The first AI governance platform that transforms
black-box algorithms into transparent, auditable geometry.
WhydoestheGlass Boxmatter?
The Problem
The contemporary AI landscape is dominated by "black box" systems—powerful but opaque. When regulators ask "why did the AI decide this?", black boxes have no answer. When liability is at stake, "the algorithm said so" is not a defense.
The Solution
Project Aequitas is the Glass Box: AI governance that is not merely accurate, but provably trustworthy. Every decision comes with a complete audit trail. Every conclusion can be traced, challenged, and verified.
The Architecture of Provable Trust
Three proprietary systems working in concert to transform AI decisions from opaque outputs into transparent, auditable, and legally defensible judgments.
Deterministic Causal Tracing
We don't guess. We trace.
Complete chain of custody for every AI decision. Know exactly which inputs drove which outputs—deterministically, not statistically.
Learn moreStructural Logic Mapping
Mathematics, not approximation.
We analyze the geometric structure of reasoning itself—surfacing hidden contradictions that statistical approaches miss entirely.
Learn moreAdversarial Self-Correction
The system assumes it is wrong.
Every judgment passes through an internal tribunal that actively tries to break it. Flaws are caught and corrected before production.
Learn moreSee the Glass Box in Action
Interact with the evidence layer. Drag nodes, trace paths, and explore the geometry of decision-making.
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Industry-Specific Intelligence
Tailored governance models for highly regulated sectors. From financial risk to clinical reasoning, Aequitas speaks your language.