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AQ Scale™ — Apex Quorum™ governance maturity standard

Patent-Pending · Governance Maturity Measurement Standard · Filed April 25, 2026 · U.S. Provisional 64/049,300

For hiring managers — AI governance / measurement standards

What I built: A measurement standard for AI agent governance maturity — the AQ Scale™ — that produces a fixed-range governance maturity score from a structured assessment.

What it answers: "How governed are the AI agents in this organization?" — the question every CISO, auditor, and procurement reviewer is now being asked, and almost no one can answer with a number.

Why this matters: AI agent governance has the same problem credit risk had before FICO — everyone agreed it mattered, no one agreed on how to measure it. AQ Scale™ is the measurement layer.

The measurement problem

AI agent governance has rapidly become a compliance, procurement, and board-level concern. EU AI Act enforcement begins August 2, 2026. NIST AI RMF and ISO/IEC 42001 are entering procurement contracts. Insurance carriers are starting to underwrite AI risk.

But there is no standard answer to a simple question: how do you measure whether an organization actually governs its AI agents?

Without a measurement standard, every assessment is bespoke, every comparison is apples-to-oranges, and every procurement conversation re-litigates the definition of "governed."

AQ Scale™ is the standard that closes that gap.

What AQ Scale™ is

AQ Scale™ is a governance maturity measurement standard for AI agent operations. It produces a fixed-range score from a structured assessment of how an organization governs its AI agents at runtime.

  • Standardized. Every score is computed the same way, against the same criteria.
  • Comparable. Two organizations can be compared on the same scale.
  • Auditable. The score derives from a structured assessment, not an opinion.
  • Patent-pending. The scoring methodology is covered under U.S. Provisional Patent Application 64/049,300.

Live: AQ™ Quick Score

A self-administered version of the AQ™ assessment is publicly available:

Take the AQ™ Quick Score →

13 questions, under 60 seconds, score delivered to your inbox. Designed for founders, CISOs, security leaders, and engineers running AI agents in production.

What this signals

For hiring managers and technical leaders evaluating candidates, AQ Scale™ represents capabilities that are difficult to demonstrate any other way:

Measurement-layer thinking. Most governance work is implementation. Building the measurement standard for governance is a different category of work — it requires understanding the field well enough to define what "good" means, and credible enough that others adopt your definition.

Patent-grade methodology. The AQ Scale™ scoring methodology is part of an active provisional patent application. The structure has been reviewed for novelty, not just utility.

Distribution-ready. A live, public-facing assessment tool — not a slide deck or a research paper.

Patent status

AQ Scale™ is covered under U.S. Provisional Patent Application 64/049,300, filed April 25, 2026. Non-provisional filing is in progress under accelerated prosecution. The scope of pending claims is defined by the as-filed specification.

Intellectual property

The AQ Scale™ scoring formula, dimension catalog, and underlying methodology are protected under pre-disclosure policy. Implementation details beyond what is described on this page are withheld. For licensing inquiries, please use the contact page.

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