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.
Comprehensive assessment tools aligned with NIST AI RMF, ISO 42001, and industry frameworks. Quantify risk, measure maturity, and build your roadmap to governed AI execution.
The AI Scaling Gap is Real
Most 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
- 15+ policy templates
- Framework alignment
- Implementation guides
12 Interactive Assessment Tools
Board-ready, auditor-friendly, CFO-approved frameworks for measuring AI maturity, risk, and financial impact
Role-Based Dashboards
Tailored views for every stakeholder in your AI governance journey
Aligned with Industry Frameworks
Every assessment is mapped to recognized standards and regulatory expectations
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 tools for assessing AI maturity, quantifying prompt debt and risk, and closing governance gaps. Each tool maps to recognized frameworks (NIST AI RMF, ISO 42001, SOC 2) and produces a stakeholder-ready result you can 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. Role-based dashboards tailor the view to each stakeholder.
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?+
Assessments are mapped to NIST AI RMF, ISO 42001, ISO 27001, SOC 2, GDPR, CCPA, HIPAA, FINRA, EEOC, and the EU AI Act, so results translate directly into recognized governance and compliance language.
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 those into monthly and annual cost estimates with an ROI projection.
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, 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.