A CCO is not withholding approval because they are cautious. The failure-to-supervise defence they rely on requires a system in place for applying the procedures, and nobody can certify that about an agent fleet they cannot enumerate, so “compliance is blocking us” is usually a reporting problem wearing a personality.

The checklist

1. Understand what a CCO is actually being asked to sign. The Advisers Act gives a supervisor a defence against failure-to-supervise charges, and it has prongs: procedures that would reasonably be expected to detect and prevent the violation, and a system in place for applying those procedures, and reasonable discharge of duties under them. A policy on paper satisfies the first. The second is the one an ungoverned agent population destroys, because a system for applying procedures to agents nobody has listed cannot exist in any meaningful sense. This is why the agent inventory is a precondition for approval rather than a nice-to-have, and it is the most useful sentence to say to a CCO.

2. Give them enough mechanism to argue back. The standing supervisory expectation, stated by IOSCO since 2021, is that “compliance and risk management functions should be able to understand and challenge the algorithms that are produced.” The verb is challenge, rather than receive. The competency test IOSCO puts to firms is three verbs: can relevant staff explain, challenge and escalate AI outcomes in their domain. A compliance officer who can only ask whether there is a policy will approve things they should not and block things they need not. Budget real training hours here and route them through the training curriculum rather than inventing a second programme.

3. Name which function owns which detection, in writing. FINRA’s model is a clear delegation of responsibilities across the individuals and units best placed to spot each red flag, backed by recurring cross-department contact. The corresponding failure is one a regulator has actually cited: not having procedures for escalating red flags detected by a team outside the compliance programme. Technology sees the agent misbehave; compliance owns whether it is reportable; if no path connects them the finding writes itself.

4. Convene the review body that already has a template. FINRA’s own operating model for adopting its findings is an interdisciplinary team drawn from operations, compliance, supervision, risk, business and legal, which assigns owners, summarises the current control structure, engages legal specifically for regulatory-obligation questions, plans the gaps and implements. That is a ready-made structure for an agent-governance workstream, from a regulator, and it costs a recurring meeting rather than a new committee.

5. Watch the composition gap. FINRA’s GenAI chapter asks for “formal review and approval processes… including both business and technology experts.” It conspicuously omits compliance and legal from that sentence. Read it as evidence that the regulator’s own model of an AI review board is incomplete rather than as permission to leave compliance out. A gate needs someone who can say whether the agent produces a record, touches MNPI, or communicates with a client, and neither a business expert nor a technologist reliably can.

6. Do not build a parallel structure to hold this. Counsel advising advisers recommend standing up an AI committee with written AI policies and an internal approval process covering both new AI tools and new users. That last detail is the one most readers skip and the one that catches citizen development. The wiki’s position is that the machinery belongs in the risk and compliance bodies the firm already runs, because a new committee costs a year and produces something that cannot stop a build. Both positions are defensible and they disagree; see governance for the argument. Neither position defends a tool-approval process with no user-approval half.

7. Know the two staffing traps before an examiner names them. A portfolio manager doubling as CCO draws extra scrutiny, because examiners want to see compliance decisions insulated from business pressure, and an agent-approval gate is exactly where that subordination shows. An outsourced CCO is the other. The SEC’s examination of roughly twenty advisers and funds using outsourced CCOs found insufficient contact to understand the firm’s operations and risks, reviews conducted without independently obtaining firm records, and an absence of documentation evidencing required annual testing. An outsourced CCO who has never seen the firm’s agent registry is being set up to fail.

8. Expect them to ask for evidence rather than attestations. The compliance-program rule has expected testing that surfaces anomalies since 2003, with worked statistical examples. An agent programme evidenced only by signed attestations is below a standard set before any of this existed. Point evals at the question compliance actually has.

How you’d know it’s working

The CCO can describe, unprompted, what the highest-risk agent in the firm does and who owns it. If they cannot, they are approving on trust, and they know it even if the rest of the firm does not.

An approval has been refused, and the refusal survived. A gate with a 100% approval rate is measuring nothing; see human approval gates.

Compliance raised an agent question the build team had not thought of. That is the return on item 2, and its absence means the training did not land.

The annual compliance review names AI use as a reviewed area, in writing, on a date.

What this doesn’t solve

Most of the CCO-independence machinery people quote binds registered funds only. Board approval of the CCO’s designation and compensation, removal only by the board, the executive session, the mandatory annual written report to the board: all of that is Rule 38a-1, which governs registered funds. A private-fund adviser has none of it; Rule 206(4)-7 is three obligations in about 120 words. Citing fund governance at a hedge fund is a common and visible error.

This page says nothing about how large the compliance function should be. The reviewer-pool arithmetic is in the reviewer pool, and regulators have named talent shortage as a barrier without offering a ratio; nobody has published one for agent review.

Whether compliance should sit on the gate itself or receive its output is unsettled here. We take the position that a named compliance criterion belongs in the gate checklist; we cannot point to a firm that has run it long enough to say whether it scales.

The composition argument in item 5 is our reading of an absence in FINRA’s text. Absences are weak evidence and this one is doing real work in the paragraph, so treat it as a prompt to check the firm’s own gate rather than as a regulator’s instruction.

See also

• The reviewer pool — the bench this depends on, and why review capacity is the binding constraint rather than build capacity.
• When to involve legal and compliance — the triggers that bring them in once the agent is live.
• Promotion gates — where the compliance criterion actually gets checked.
• Regulatory exposure — what the CCO is personally exposed to, and why the signature matters more to them than to the build team.
• Governance — the argument against building a parallel structure to hold any of this.
• Training curriculum — where the explain/challenge/escalate competency gets built.