Strategy & Compliance Service
AI Governance Strategy & Framework
Develop a practical AI governance strategy that enables innovation while managing risk. No enterprise bureaucracy—just clear policies, accountability, and compliance that scale with your AI maturity.
AI governance is a core dimension of every Assessment and a standing responsibility of our Fractional CAIO service. For organizations that need dedicated governance work, we offer focused engagements.
EU AI Act: Full Enforcement August 2026
Penalties up to €35M or 7% of global turnover
If your company operates in or sells to Europe, the EU AI Act creates mandatory governance requirements for AI systems classified as high-risk. US states are enacting similar legislation. Companies without governance frameworks in place will face compliance scrambles — or penalties.
Even if you're US-only today, enterprise customers are beginning to require AI governance documentation from their vendors. Getting ahead of this is a competitive advantage.
Why AI Governance Now
91% of mid-market firms are using generative AI, but most lack formal governance. The result: shadow AI spreading across departments, inconsistent risk management, and growing regulatory exposure. Meanwhile, 62% of organizations report unclear total cost of ownership for AI, and 53% fail to achieve expected returns.
The companies that govern AI well move faster—not slower. They avoid costly rework, satisfy enterprise customer requirements, and build the organizational confidence to scale AI beyond pilots.
The Governance Gap
Most mid-market companies fall into one of two traps:
Over-Governance
Copying enterprise frameworks designed for 50,000-person organizations with dedicated compliance teams. Innovation dies under committee layers and approval queues.
No Governance
Skipping governance entirely and hoping for the best. Shadow AI proliferates, risks accumulate, and you end up rebuilding everything when regulations or customers demand accountability.
The right answer is proportional governance—lightweight enough to enable speed, robust enough to manage real risk.
What We Do
Governance Strategy Development
Define your AI governance operating model—who owns what, how decisions get made, and how governance connects to business outcomes. We align governance to your risk appetite, regulatory exposure, and AI maturity level.
Policy & Framework Design
Build practical AI governance policies covering data use, ethics, security, accountability, and vendor management. Mapped to NIST AI RMF, ISO 42001, and EU AI Act requirements as applicable.
Risk Assessment & Compliance
Classify AI systems by risk level, assess regulatory exposure, and implement proportional controls. We help you meet compliance requirements without over-engineering governance for low-risk applications.
Our Governance Approach
We build governance around four pillars, implemented in phases so you get value immediately—not after months of documentation.
Data Governance
Inventory, access controls, quality standards, and privacy safeguards for every AI data source.
Ethics & Fairness
Bias assessment, fairness metrics, human oversight requirements, and stakeholder input processes.
Security & Privacy
Model protection, input validation, output monitoring, and third-party AI vendor risk management.
Accountability
Clear ownership, decision logging, explainability standards, and performance monitoring.
Industry Expertise
Every industry has unique AI governance challenges. We tailor governance frameworks to your sector's specific risks, compliance requirements, and operational realities.
Manufacturing
Safety-critical AI systems, predictive maintenance model drift, and EU AI Act high-risk classification for quality inspection automation.
Healthcare
HIPAA-compliant AI workflows, clinical decision support governance, patient data privacy, and bias monitoring for diagnostic and operational AI.
Professional Services
Client confidentiality protections, AI-assisted advisory governance, document review accountability, and ethics policies for AI-generated work product.
Engagement Model
Pricing: Scoped after Assessment or discovery call
Timeline: 8-12 weeks for strategy, policies, and initial implementation
Typical buyer: CEO, CIO, CTO, VP Operations, General Counsel
Most governance engagements begin after The Assessment identifies governance gaps across the five dimensions. Governance can also be engaged directly for companies with known compliance requirements or regulatory urgency.
Frequently Asked Questions
Ready to Build Your AI Governance Strategy?
Book a call to discuss your regulatory and organizational needs, or take a quick self-assessment to identify governance gaps.