Govern
Set roles, policy expectations, approval thresholds and escalation routes.
AI governance guide
Use AI with
clear guardrails.
Start by understanding where AI is used, what decisions it informs, what information it touches and who is accountable for the outcome.
AuditsteadSample workspaceA human-led governance loop
Govern · Map · Measure · Manage
GovernSet ownership and policy
People
Map and measureUnderstand use and risk
Context
ManageReview and respond
Ongoing
Start with the basics
Create an inventory before creating a policy maze.
A useful AI governance program begins with a shared view of the tools and use cases in scope. Record a named owner, purpose, data involved, users and the decisions the system supports.
Map
Describe the AI system's intended use, context, users, data and possible impacts.
Measure and manage
Choose proportionate evaluation, monitoring, response and review practices.
A practical review
Ask what can go wrong, who may be affected and how you will know.
Review privacy, security, reliability, transparency and human oversight in the context of the specific system. Record assumptions and limitations. Revisit them when the system or its use changes.
Check information handling
Consider data permissions, retention, confidentiality and whether sensitive information is sent to a provider.
Keep a human decision owner
Set who can approve use, review outputs and stop or escalate when behavior is unexpected.
Plan a regular review
Reassess material changes to the model, provider, data, users or intended use.
Product scope
Guidance about AI, without implying AI features in Auditstead.
This page is educational. Auditstead does not currently use AI to assess controls, score risks, generate policies, monitor models or automate AI governance. You can use workspace policies and vendor records to document your own decisions manually.
Use a recognized reference
The NIST AI RMF is voluntary guidance organized around Govern, Map, Measure and Manage.
Tailor to your situation
The NIST Playbook is a companion resource, not a universal checklist or a mandated sequence.
Further reading
Start with the source.
These links lead to the organizations responsible for the standards and guidance. Confirm the requirements that apply to your organization with qualified advisers.
Good questions
A few things to know.
Clear answers make it easier to decide what belongs in your process.
Is the NIST AI RMF mandatory?
NIST describes the AI RMF as intended for voluntary use. Legal, contractual and sector-specific duties may separately apply to an organization.
Does Auditstead provide AI governance automation?
No. Auditstead does not currently automate AI inventories, assessments, model monitoring or policy generation.
Where can we learn more?
Read NIST's AI Risk Management Framework and Playbook using the official links below, then tailor practices to your systems and obligations.
A clearer next step
Bring your questions.
Let’s talk it through.
Discuss your readiness goals, current product scope and pricing with the Auditstead team.
