Put AI Governance Into Practice

Build Controls That Match Your AI Use

A practical AI governance program should reflect how your company actually develops, buys, and uses AI. A B2B SaaS company using an AI vendor for internal productivity has different risks than a HealthTech platform processing protected health information or a FinTech company making automated recommendations.

Your governance plan can address the policies and evidence customers commonly request, including:

• AI use policies for employees, developers, and approved vendors
• Risk assessments for AI systems, data inputs, outputs, and human oversight
• Vendor due diligence for third-party AI tools and model providers
• Controls for data handling, access management, testing, monitoring, and incident response
• Documentation that supports security questionnaires, audits, and customer reviews

Rather than applying a generic checklist, we help you identify the decisions, systems, and data flows that require attention. That gives your team a clearer way to evaluate new AI tools before they introduce avoidable security, privacy, or compliance gaps.

Map AI Risks to Your Compliance Requirements

AI governance does not have to sit apart from the security and compliance work you already do. Mr.Compliance can map AI-related controls to your existing or planned frameworks, including SOC 2, HIPAA, ISO 27001, and PCI DSS. For US companies selling into Europe, we can also help identify where AI governance documentation intersects with GDPR obligations.

We begin by reviewing your AI use cases, data types, vendors, internal roles, and existing security controls. From there, we define a focused governance structure that may include ownership, approval steps, risk criteria, acceptable-use rules, vendor review requirements, and evidence expectations.

For safe and ethical AI deployment, the program can use the NIST AI Risk Management Framework as a practical structure. Its Govern, Map, Measure, and Manage functions help define accountability, document intended use and limitations, test for bias and harmful outputs, establish human oversight, and monitor systems after deployment.

Next, we help turn that structure into operating practices your team can follow. This may include policy development, risk assessment support, control mapping, documentation, and preparation for customer security reviews. The work is designed to fit your company’s stage and the expectations behind the request, whether it comes from an enterprise prospect, an audit, or an internal product decision.

Most focused AI governance engagements take three to six weeks, while programs involving multiple products, sensitive data, or higher-risk use cases may take six to ten weeks. Flat-fee consulting is scoped based on existing controls and documentation needs.

Get Expert Guidance Beyond the Platform

Compliance platforms such as Vanta, Drata, Scrut Automation, and AuditBoard can help organize evidence, assign tasks, and track controls. They are useful systems for many teams. Still, a platform cannot decide which AI risks apply to your product, write policies that reflect your operations, or explain your controls to a customer on its own.

Mr.Compliance provides flat-fee compliance consulting for growing companies, with experience supporting more than 100 companies. We can work within your existing platform, help you select an approach that fits, or support your program without a compliance tool when that makes more sense.

The result is AI governance consulting grounded in your actual business requirements, not a theoretical policy set that no one uses.

Turn AI Governance Into a Clear Operating Plan

Mr.Compliance helps startups translate AI use cases into practical controls, ownership, and evidence that fit customer and regulatory expectations. Our AI governance consulting can map your program to frameworks such as SOC 2, ISO 27001, HIPAA, and emerging AI requirements without adding unnecessary process. We work with your existing tools, including Vanta or Drata, or build a lightweight approach when a platform is not needed. Contact us to discuss your timeline, customer requirements, and next steps.