MeasureRISK
AI Risk & Governance Services
Senior‑Led AI Risk, Governance, and Defensible Use
Artificial intelligence is now embedded in business operations, professional services, and critical decision‑making. Most organizations are already using AI — often without clear visibility, governance, or accountability.
Proactive Risk helps leadership teams identify AI exposure, reduce risk, and establish defensible governance before incidents, regulatory action, or client scrutiny force the issue.
Our AI services are delivered by senior AI and cybersecurity consultants, not junior analysts or automated checklists. We focus on business risk, regulatory exposure, and executive accountability, not hype or experimentation.
Why AI Risk Requires Immediate Action
AI risk is no longer theoretical.
Employees are using AI tools on client and regulated data.
Vendors are embedding AI into software without clear disclosure.
Regulators, insurers, courts, and clients now expect governed AI use.
Organizations that wait face:
- Uncontrolled data exposure through AI tools
- Regulatory and contractual non‑compliance
- Liability from AI‑assisted decisions and work product
- Loss of trust during audits, investigations, or M&A diligence
Organizations that act now gain:
- Defensible leadership decisions
- Clear policies and accountability
- Improved insurance and regulatory outcomes
- Competitive differentiation with clients and partners
How Proactive Risk Approaches AI Governance
We treat AI as a business risk and governance issue, not just a technology problem.
Our approach:
- Identify where AI is actually being used
- Assess risk, exposure, and regulatory impact
- Establish enforceable governance
- Provide ongoing executive oversight as AI evolves
Every engagement is practical, senior‑led, and aligned to your industry, size, and risk profile.
Core AI Risk & Governance Services
Shadow AI Audit
Highest Priority Engagement
Most organizations already have “shadow AI” in their environment — employees using AI tools without formal approval or oversight.
We identify:
- Unauthorized AI tools in use
- Where client, regulated, or sensitive data is being exposed
- High‑risk workflows using generative AI
This engagement establishes immediate visibility and prevents avoidable incidents.
Key Outcomes
- Inventory of AI tools in use across the organization
- Identification of data types exposed to AI
- Baseline for acceptable use and governance decisions
AI Risk & Exposure Assessment
Foundational Service
A comprehensive assessment of how AI is used internally, embedded in vendor platforms, and introduced through third‑party relationships.
We map:
- Internal AI usage
- Vendor‑embedded AI features
- Third‑party model and data dependencies
- Security, privacy, and governance gaps
This becomes your system of record for AI risk.
Key Outcomes
- End‑to‑end AI visibility
- Vendor and supply‑chain AI risk identification
- Executive and board‑ready documentation
AI Acceptable Use Policy & Governance Framework
Executive & Board‑Level Governance
AI governance must be enforceable, auditable, and defensible.
We design governance aligned to:
- NIST AI Risk Management Framework
- Industry‑specific regulatory obligations
- Cyber insurance and legal defensibility expectations
Policies are written for real‑world use, not shelfware.
Key Outcomes
- Enforceable AI acceptable use policy
- Defined accountability and escalation paths
- Audit‑ready governance documentation
- Department‑specific guidance and training
Third‑Party AI Vendor Risk Review
Supply Chain & Contract Exposure
AI risk increasingly enters organizations through vendors.
We assess:
- How vendors handle your data in AI systems
- Undisclosed or poorly documented AI features
- Contract and SLA gaps related to AI use
- Concentration and dependency risk
Key Outcomes
- AI vendor data‑handling assessment
- Supply‑chain AI risk identification
- Contractual and compliance gap analysis
AI‑Specific Penetration Testing
Advanced Technical Risk Assessment
Traditional penetration testing does not cover AI‑specific attack surfaces.
Our AI‑focused testing evaluates:
- Prompt injection vulnerabilities
- Model manipulation and poisoning risks
- Data exfiltration through AI interfaces
- AI‑enabled social engineering and phishing
Testing is conducted by senior offensive security specialists.
Key Outcomes
- Identification of AI‑specific attack paths
- Practical remediation guidance
- Executive‑level risk reporting
Fractional vCISO – AI Governance Leadership
Ongoing Executive Oversight
AI governance decisions cannot live solely in IT.
Our fractional vCISO service provides:
- Executive ownership of AI risk
- Board‑level reporting and accountability
- Continuous monitoring of AI threat and regulatory changes
- Strategic guidance as AI capabilities evolve
This service embeds senior leadership without the cost of a full‑time executive.
Key Outcomes
- Clear executive accountability for AI risk
- Board and investor‑ready reporting
- Continuous governance maturity
Industries We Serve
AI risk is industry‑specific. We tailor governance to regulatory, liability, and client expectations.
Legal & Accounting
- Ethics and disclosure obligations
- Client confidentiality and privilege risk
- Liability from AI‑assisted work product
- AI‑generated billing integrity
Healthcare & Life Sciences
- HIPAA and PHI exposure
- Clinical decision liability
- Vendor AI training data risk
- Regulatory compliance for AI/ML tools
Financial Services
- SEC, FINRA, and fiduciary obligations
- Model risk management
- AI in investment and advisory decisions
- State‑level regulatory exposure
State & Local Government
- AI procurement and transparency rules
- Public records implications
- Constituent data protection
- Civil rights and bias compliance
The Leadership Decision
Organizations facing AI risk typically fall into one of three postures:
Ignore
No visibility. No governance. Highest exposure.
React
Waiting for mandates or incidents. Always behind.
Govern
Assess now. Establish governance. Lead responsibly.
Only one posture is defensible in today’s environment.
Why Proactive Risk
- Senior consultant–led engagements
- Deep cybersecurity and governance expertise
- Regulated‑industry experience
- Board‑level communication and reporting
- Veteran‑led, execution‑focused culture
We do not sell AI tools.
We help leadership govern AI responsibly and defensibly.
Start With One Conversation
An Executive AI Risk Consultation is a focused session with a Proactive Risk senior consultant.
We will:
- Surface your highest‑priority AI risks
- Assess your current posture
- Recommend a practical first step