Free AI Governance & Risk Tools
AI governance and risk tools help you inventory AI systems, assess model risk, and evidence controls against frameworks like ISO 42001 and the NIST AI RMF. The free tools below give startups and small teams a way to start governing AI use long before the budget for a full platform exists.
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AI Governance Playbook
AI Governance & RiskThe AI Governance Playbook is a free tool that builds a tailored AI governance framework for a small business adopting AI-powered apps, agentic systems or agentic workflows, with findings, recommendations and a 90-day plan aligned to the NIST AI RMF, ISO/IEC 42001 and the EU AI Act.
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IBM AI Fairness 360; Giskard OSS
AI Governance & RiskOpen-source toolkit with 70+ metrics to detect and mitigate bias in ML models throughout the AI lifecycle
Secure AI Coding Assistants
AI Governance & RiskKirin secures AI coding assistants from prompt injections, rogue behavior, and unsafe execution, so you can code faster and safer.
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VerifyWise
AI Governance & RiskEvery gap in AI compliance is a product you can't ship, a customer you can't serve, or a market you can't enter. VerifyWise provides the tools to automate compliance, manage risk, and build trust—from development to production.
Deepware.ai
AI Governance & RiskScan & Detect Deepfake Videos Scan a suspicious video to find out if it's synthetically manipulated
Sensity.ai
AI Governance & RiskExperience a frictionless and user-friendly interface designed for everyone. Simply drag and drop your files and get a deepfake media verification within seconds.
What AI Governance & Risk Tools Do
AI governance and risk tools give you an inventory of the AI systems your business builds or buys, a way to assess each one for risk and impact, and a place to record the policies and controls that apply to it. They are the tooling layer beneath frameworks such as ISO/IEC 42001 and the NIST AI Risk Management Framework, which describe what to govern but leave you to decide how.
For a startup or SMB the starting point is rarely a platform. It is a register of AI tools in use (including the ones staff adopted on their own), an acceptable use policy, a risk assessment on the two or three systems that touch customer data, and evidence that someone reviews them. The free tools listed on this page cover exactly that: model cards, bias and robustness testing, policy generators, and lightweight inventories.
How to Choose a AI Governance & Risk Tool
- Start with an inventory tool if you cannot yet name every AI system and vendor in use; nothing else in AI governance works without it.
- Pick tools that export evidence (a report, a CSV, a signed PDF) so the output can be attached to a customer questionnaire or an audit file.
- If you build or fine-tune models, prioritise testing tools for bias, robustness, and prompt injection over policy templates.
- Check the framework mapping: a tool that maps its checks to ISO 42001 Annex A or NIST AI RMF saves you the crosswalk later.
Need help with AI Governance & Risk?
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AI Governance ServicesCheck your readiness first
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Free AI Governance PlaybookAI Governance & Risk Tools: Frequently Asked Questions
What is an AI governance tool?
An AI governance tool helps an organization inventory its AI systems, assess their risks and impacts, assign ownership, and keep evidence of the policies and controls that apply to them. Enterprise platforms bundle all of this; the free tools on this page each cover one part, such as model documentation, bias testing, or policy generation.
Do small businesses need AI governance tools?
If staff use generative AI with customer or company data, or the product ships an AI feature, yes at a basic level: an inventory, an acceptable use policy, and a risk assessment of the systems that matter. That can be done with free tools and a spreadsheet; a paid platform becomes worthwhile when customers start asking for ISO 42001 or NIST AI RMF evidence.
Which frameworks do these tools map to?
Most reference ISO/IEC 42001 (the certifiable AI management system standard), the NIST AI Risk Management Framework, and increasingly the EU AI Act. IRM's free ISO 42001 Gap Assessment covers all 38 Annex A controls if you want to see where you stand before choosing tooling.
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