Governance Framework
AI governance framework, operating model, roles, committees and decision rights.
Falcon Oaks helps organizations establish practical AI governance aligned with ISO/IEC 42001—defining how AI is approved, assessed, monitored and used responsibly across the business.
Employees and business units are already using AI to create content, analyze information, automate decisions and interact with customers. Without clear ownership, approved-use criteria, data controls and monitoring, organizations can take on privacy, security, legal, operational, ethical and reputational risk before leadership has visibility.
Falcon Oaks helps you build a governance model that enables useful innovation while creating proportionate controls for higher-risk use cases.
AI governance framework, operating model, roles, committees and decision rights.
Enterprise AI acceptable-use and responsible-use requirements.
A reliable inventory and repeatable process for identifying proposed and existing uses.
Proportionate criteria that determine review, approval and escalation.
A practical methodology for evaluating AI impacts, risks and controls.
Privacy, security, vendor, documentation and model-system requirements.
Change management, monitoring, incident response and ongoing review.
Readiness assessment, roadmap, executive reporting and management-system support.
Know which AI systems and use cases exist, who owns them and what data or decisions they affect.
Apply stronger review and monitoring to higher-risk uses without blocking low-risk productivity.
Define who can approve, operate, challenge and monitor AI across the organization.
Build the management-system elements required to pursue ISO/IEC 42001 readiness when appropriate.
A structured, evidence-first path from discovery to sustainable execution.
Identify existing and planned AI use cases, systems, data, vendors and stakeholders.
Evaluate governance, policy, security, privacy, model oversight and monitoring capabilities.
Define roles, decision rights, intake, risk classification, review and escalation.
Create requirements for responsible use, data, third parties, testing and documentation.
Apply the model to selected use cases and refine it based on operating feedback.
Train stakeholders, establish reporting and maintain the model as AI use evolves.
Speak with a senior Falcon Oaks advisor if your situation requires a more specific answer.
No. ISO/IEC 42001 can apply to organizations developing, providing or using AI systems. The scope and controls should reflect the organization’s role, context and risk.
Yes. Many organizations begin with an acceptable-use policy, use-case inventory, risk classification and approval process. Falcon Oaks can create a phased roadmap.
Usually no single function can own it alone. Effective governance establishes shared accountability across leadership, technology, security, privacy, legal, risk, data and operational teams.
Yes. We can integrate AI-specific due diligence into third-party risk processes, including data use, transparency, security, privacy, subcontractors, monitoring and contractual controls.
Start with an inventory and maturity review. Falcon Oaks will help you identify immediate policy needs, higher-risk use cases and the clearest path toward responsible, standards-aligned AI governance.