AI adoption isn’t the same as
governed AI execution.

The AI Execution Health Check is a free diagnostic from PromptFluent that scores how well an organization governs and operates its AI work — not just whether it uses AI. It rates six dimensions of governed AI execution (Foundations, Lifecycle, Uniformity, Evidence, Network, and Trust) and returns a 0–100 Governed Execution Index (GXI) with a maturity band. The comprehensive version takes about five minutes; a Quick AI Execution Diagnostic gives a directional snapshot in about 60 seconds.

The Governed Execution Index (GXI) is PromptFluent’s 0–100 measure of an organization’s governed AI execution maturity. It aggregates six dimensions into five bands — Improvising, Collecting, Standardizing, Governing, and Compounding — so leaders can see whether their AI work is compounding into a durable system of record or accumulating AI Execution Debt.

It is free and requires no sign-up. The comprehensive AI Execution Health Check takes about five minutes (24 questions); the Quick AI Execution Diagnostic takes about 60 seconds (six questions, one per dimension). Your score and a downloadable report appear immediately — there is no lead form before your results.

Six dimensions of governed AI execution: Foundations (policy and ownership), Lifecycle (where prompts and workflows live and what happens when they change), Uniformity (one consistent way of working versus many), Evidence (whether AI value is measured rather than assumed), Network (whether improvements travel across teams), and Trust (visibility into AI use, access control, and the record you could produce under scrutiny).

AI Execution Debt is the accumulating cost of ungoverned AI work: scattered prompts, undocumented workflows, inconsistent output, single-person dependencies, and AI use that no one can see, reuse, or measure. Like technical debt, it compounds quietly — the AI Execution Health Check surfaces where it is building before it becomes expensive to unwind.

It is built for teams and organizations — team leads, operations and enablement leaders, and executives (CIO, CISO, COO, CMO) evaluating AI execution readiness. Individuals can take it, but the findings and recommendations are about organizational practices, not a test of personal AI skill.

Tools like ChatGPT, Claude, and Copilot are execution engines: they generate output but do not give you a shared source of truth, versioning, approvals, or a record of how AI contributed to work. The AI Execution Health Check measures that governance layer — the operating system around the model — and maps your result to concrete first moves and a system of record for AI execution.

A Governed Execution Index score and maturity band, a six-dimension profile, your two weakest layers each with a concrete first move, visibility and risk findings, and a stakeholder-ready PDF report you can share internally. The Quick AI Execution Diagnostic returns a lighter, directional snapshot with a recommended next step.