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    Kriv AI

    Governance Staffing

    Fractional AI Governance Officer for Regulated Enterprises

    A part-time, embedded AI governance officer who owns your model inventory, policy enforcement, and audit readiness, for regulated companies that need the role NIST and ISO/IEC 42001 both assume exists, without a full-time hire.

    A fractional AI governance officer gives a healthcare system, insurer, or regulated mid-market company the named AI governance ownership that NIST's AI RMF and ISO/IEC 42001 both assume exists, covering the model inventory, policy documentation, and audit readiness, without competing in an AI governance hiring market that professional services and financial services firms already dominate.

    definition

    What a Fractional AI Governance Officer Does

    Named Ownership of the AI Model Inventory

    NIST's AI Risk Management Framework treats governance as the function that spans the whole organization, not a single AI system. Its Govern function is built around clarifying who owns each AI system, setting review cadences, and connecting AI oversight to board- or council-level reporting, on the reasoning that an AI system with no named owner is effectively an ungoverned one. A fractional AI governance officer is the person who holds that ownership across your model inventory, so the answer to who is responsible for this system is never a shrug.

    Policy Enforcement and Roles Documentation

    ISO/IEC 42001, the international standard for AI management systems, requires top management to assign and document roles and responsibilities inside the AI management system as part of its foundational documentation, alongside the AI policy and the system's scope. The standard does not mandate a specific job title, which is exactly where a fractional AI governance officer fits: filling the assigned-role requirement with a real, accountable person rather than a policy document nobody owns.

    Audit and Regulator Readiness

    The work is operational, not strategic: keeping the model inventory current as new AI tools enter the organization, maintaining the paper trail a regulator or auditor will eventually ask for, and flagging a new deployment before it becomes a compliance surprise. It is the execution layer underneath whatever governance framework your board has already approved.

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    Who Needs This

    Healthcare Systems, Insurers, and Financial Services Firms Without a Dedicated Hire

    Organizations under HIPAA, state insurance regulation, SR 26-2 model risk rules, or an emerging state AI law need the ownership NIST and ISO/IEC 42001 both assume exists, but don't have the budget or hiring runway to bring on a full-time AI governance officer today.

    Companies Competing in an Enterprise-Dominated Hiring Market

    AI governance hiring has held steady at roughly 71 new US roles a week through 2026, with professional services firms posting more of those roles than any other sector, about 35% of the market, followed by technology and financial services at 13% each. That demand is concentrated at enterprise scale. A mid-market regulated company competing for the same small pool of governance talent against consulting firms and large technology employers is not a fight worth having when a fractional officer can fill the same assigned role starting this month.

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    Fractional AI Governance Officer vs. Fractional Chief AI Officer vs. No Dedicated Role

    Fractional AI Governance OfficerFractional Chief AI OfficerNo Dedicated Role
    ScopeModel inventory, policy enforcement, audit documentationStrategy, roadmap, and vendor selection at the executive levelWhoever last touched the AI tool, informally
    CostScoped monthly retainerHigher scoped monthly retainerLooks free until an auditor or regulator asks a question nobody can answer
    Time to startWeeksWeeksNot applicable
    Best fitRegulated companies that need NIST/ISO-aligned execution nowOrganizations that also need board-level AI strategy and roadmap ownershipNot a real option once an AI system is in production under an active regulatory mandate

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    Engagement Model and Pricing

    Engagements are scoped as a recurring monthly retainer built around your actual model inventory: a fixed cadence of governance reviews, model-inventory maintenance, and documentation work, plus on-demand availability when a new AI tool needs a policy review before it goes live. Kriv AI's healthcare, insurance, and regulated-industry engagements start at a $200 per hour floor, reflecting the audit-trail and documentation work that regulated AI governance actually requires. We don't take on regulated governance work below that floor or below an $8,000 fixed-scope minimum, because that isn't enough time to do the underlying work properly.

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    Why Kriv AI

    Kriv AI's fractional AI governance officer service is led by Abhinav Dangri, founder and CEO, whose day-to-day work is building governed AI for healthcare and other regulated industries, not applying a generalist governance framework to AI as a new topic. That shows up in the same model-inventory and audit-documentation work described above, delivered as implementation, not just an advisory deck. We're building toward Anthropic's Claude Partner Network Select tier and already work across AWS and Databricks partnerships, credentials we mention here as context for our technical depth, alongside the governance track record above.

    Straight answers

    Frequently asked questions about Fractional AI Governance Officer for Regulated Enterprises

    What does a fractional AI governance officer actually do day to day?

    They maintain the AI model inventory, enforce governance policy on new AI deployments, and keep audit-ready documentation current, the operational work underneath whatever governance framework your board has already approved.

    How is this different from a fractional Chief AI Officer?

    A fractional Chief AI Officer sets AI strategy, roadmap, and vendor selection at the executive level. A fractional AI governance officer owns the operational execution: the model inventory, policy enforcement, and audit trail. Some companies need one, some need both.

    Does ISO/IEC 42001 require a specific AI governance officer title?

    No. The standard requires top management to assign and document roles and responsibilities inside the AI management system, but leaves the actual title to the organization. A fractional AI governance officer is how a company fills that assigned role without inventing a full-time position.

    Why not just hire a full-time AI governance officer?

    AI governance hiring has stayed steady at around 71 new US roles a week through 2026, and professional services and large technology and financial services employers post most of them. A mid-market regulated company competing for that same small pool of talent can fill the same role faster on a fractional basis.

    How much does a fractional AI governance officer cost?

    Kriv AI's regulated-industry engagements start at a $200 per hour floor or an $8,000 fixed-scope minimum, scoped to the size of your model inventory and how much governance documentation already exists. See our AI governance consulting cost breakdown for the full rate structure.

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