The AI Execution Health Check
One clear score across six dimensions of governed execution — with your weakest layers, a stakeholder-ready report, and a plain-English read on whether your AI work is compounding or turning into execution debt. No sign-up.
Assess Your AI Debt.
Close Your Governance Gaps.
Unlock Compounding Intelligence.
Self-assessment tools aligned with NIST AI RMF, ISO 42001, and industry frameworks. Estimate risk, measure maturity, and build your roadmap to governed AI execution. Guidance, not certification.
The AI Scaling Gap is Real
Plenty of organizations are stuck between pilot-stage excitement and enterprise-scale chaos. Unsanctioned tools, duplicated labor, unknown risks, and mounting technical debt create an invisible tax on every AI initiative.
Your AI Governance Journey in 3 Steps
Whether you're just starting or optimizing existing programs, our guided path gets you results fast
Assess Your Current State
Start with Shadow AI Discovery and AI Maturity Assessment to understand your baseline
- Uncover hidden AI usage
- Measure governance maturity
- Identify critical gaps
Quantify Your Risks & Costs
Use our financial and risk tools to build the business case for governance investment
- Calculate prompt debt
- Identify waste & redundancy
- Quantify risk exposure
Build Your Roadmap
Download templates, review frameworks, and create your prioritized governance plan
- 12 policy template outlines
- Framework references
- Scoring methodology
12 Interactive Assessment Tools
Self-assessments for AI maturity, risk, and financial impact. Your answers in, exportable results out.
Role-Based Dashboards
Tailored views for every stakeholder in your AI governance journey, shown with one fictional organization so you can see the shape of each view before you build your own
Aligned with Industry Frameworks
The standards and regulations our tools reference. Framework references show where a question or control comes from. They are not a control-by-control mapping, and completing a tool does not make an organization compliant with, or certified against, any framework.
Frequently Asked Questions
What the AI Assessment Platform is, who it's for, and how it works.
What is the PromptFluent AI Assessment Platform?+
It is a free suite of 12 interactive self-assessment tools for gauging AI maturity, estimating prompt debt and risk, and finding governance gaps. Tools are informed by recognized frameworks such as NIST AI RMF and ISO/IEC 42001, and each produces a result you can export and act on.
Who is the AI assessment platform for?+
It is built for the leaders accountable for AI at work — CFOs, CISOs, CIOs, CHROs, and General Counsel — plus the AI, governance, and transformation teams that support them. 5 role-based example dashboards show what each stakeholder would track, using one fictional organization.
Do I need to sign up or pay to use the assessment tools?+
No. You can run the AI Execution Health Check and the assessment tools for free without an account. Sign-up is only needed to save results or bring PromptFluent’s governed execution into your team’s workflow.
Which frameworks do the assessments align with?+
Individual tools reference the frameworks most relevant to them — NIST AI RMF and ISO/IEC 42001 for maturity and risk, for example, and privacy, security and sector rules such as GDPR, CCPA, HIPAA, SOC 2, ISO/IEC 27001 and the EU AI Act where they apply. Framework references show where a question or control comes from. They are not a control-by-control mapping, and completing a tool does not make an organization compliant with, or certified against, any framework.
What is prompt debt, and how does the platform measure it?+
Prompt debt is the accumulated operational cost of using AI without structure or governance — iteration waste, editing leakage, and search friction. The Enterprise Prompt Debt Calculator turns your own estimates of that time into monthly and annual cost figures. It does not project savings or ROI, because those depend on how you roll governance out.
How do the assessment tools relate to the rest of PromptFluent?+
The assessments diagnose where AI execution is leaking value; PromptFluent’s prompt library, Prompt Studio, AI Workflows, and team governance are how you close the gaps — the system of record that turns AI use into compounding organizational intelligence.
Ready to Assess Your AI Maturity?
Start with any tool. Export board-ready reports. Build your governance roadmap.