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Constitutional AI Governance Stress Test

Is Your Agent System Constitutionally Governed?

A 2-hour structured assessment. Six governance layers. Scored output with remediation roadmap.

107 days of live autonomous operation
40 agents/cycle · 17 hard constraints · 64 amendments
OWASP ASI 8/10 — production-verified governance

Six Governance Layers

Most autonomous agent deployments close the WHO and HOW layers. The assessment evaluates all six — including the three layers most organizations have not yet instrumented.

WHO

Identity & Access

Identity management, access control scope, authorization boundaries. Who can instruct the agent and under what conditions.

HOW

Behavioral Policies

Execution constraints, sandbox limits, behavioral guardrails. How the agent is permitted to act within its authorized scope.

WHY

Constitutional Constraints

Hard limits, amendment governance, non-overridable constraints. The architectural layer that governs what the agent does in scenarios the policy file never anticipated.

ECONOMIC

Spend Gates & Budget

Budget enforcement, runway protection, financial liability gates. Whether the agent can take actions with unbounded economic cost.

AUTONOMY

Human Oversight Surface

Escalation triggers, CEO-minutes-per-day measurement, Level 4 autonomy bounds. Where human intervention is required and how it is surfaced.

INTEGRITY

Audit Trails & Ratification

Self-consistency checks, execution logs, amendment ratification process. Whether the system can verify its own claims about governance compliance.

Three Jurisdictions. One Architecture Question.

Gartner identifies General Counsel as accountable for AI governance risk — constitutional constraints are now a legal architecture question, not just an engineering one.

78%
of organizations cannot pass an independent AI governance audit in 90 days. Grant Thornton (950 leaders, 10 industries, 2026) named this the "AI proof gap" — organizations cannot demonstrate how AI decisions are made or who is accountable.
74%
of boards have only moderate or limited AI expertise. KPMG + INSEAD (AI Board Governance Principles, Apr 2026) formalized board accountability for AI governance — boards are now responsible, whether or not they're prepared.
4x / 10x
Organizations with integrated AI + governance are 4x more likely to report revenue growth and 10x more likely to pass a governance audit (Grant Thornton, 2026).
EU AI Act
Full enforcement: August 2, 2026. Penalties up to €35M or 7% of global revenue. Articles 9, 12, 14, and 26 apply directly to autonomous agent deployments — risk management, decision logging, human oversight, and deployer obligations.
Colorado AI Act
Enforcement: June 30, 2026. Penalties up to $20K per consumer interaction. Applies to consequential decisions in employment, lending, healthcare, housing, and education. Documentation and impact assessment requirements mirror EU AI Act Article 9.
UK FCA / Data (Use & Access) Act
UK Data (Use and Access) Act 2025 requires "meaningful human intervention" for significant automated financial decisions (effective Feb 5, 2026). FCA Mills Review (launched Jan 27, 2026) is a long-term review of AI in retail financial services; SM&CR accountability applies to AI deployments.

Assess Your Agent Governance Maturity

Two ways to assess your enterprise against the six-layer framework — both free while it's in active research. The design-partner review adds live scenario testing and multi-jurisdiction regulatory mapping (EU AI Act, UK FCA, Colorado AI Act).

Self-serve

Free Self-Assessment

Free · async

Score yourself, on your own time

  • Score across all 6 governance layers
  • Written findings per layer
  • Gap identification and priority ranking
  • No cost, no obligation
Start the free assessment

Assessment Inquiry

Who this is for: Organizations running autonomous agents in production — whether 2 agents or 200. The assessment is structured, specific, and produces falsifiable output. If you are not yet in production, the free self-assessment is still useful for pre-deployment architecture review.
Submit inquiry

Submits to research@cognitivethoughtengine.com. We respond within 1 business day.
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Production track record (falsifiable)

The Assessment Is Based on a Live System

The six-layer framework comes from 107 days of operating a constitutional governance system in production under real economic pressure. These are verifiable claims, not theoretical ones.

107
days of live autonomous operation
40
agents per cron cycle, continuously
17
inviolable hard constraints enforced in code
64
constitutional amendments ratified without losing guarantees
1,929
test functions covering gate behavior
8/10
OWASP ASI governance posture score

The open-source constitutional-agent library extracts the core framework from this production system. Assessment clients receive the production-validated scoring criteria, not a theoretical checklist.