A filing count outranks a poll headline
Finance governance looks thin in two counts. Public filings support that finding, while an informal poll supplies only a warning.
The filing count supports a finance governance gap. A poll headline points in the same direction, but its missing denominator keeps it from carrying equal weight.
The poll supplies a warning, not a measure
An informal LinkedIn poll from May 2026 asked finance professionals about operational governance frameworks for agent systems. Eighty-eight percent reported that they had none.
The authors call the poll self-selected. They report no sample size, so a reader cannot recover its denominator or judge its sampling error.
That leaves 88% as a warning from an informal audience. It does not measure the finance industry.
The filings carry the finding
The authors reviewed Form ADV filings from 100 of the largest U.S. money managers. Seventy-five disclosed use of agent systems.
Among those 75 managers, 24 reported a formal governance policy. That count fixes both the reviewed population and the relevant subgroup.
| Evidence | Population | Result | Limit |
|---|---|---|---|
| LinkedIn poll | Not reported | 88% reported no operational framework | Self-selected |
| Form ADV review | 100 managers, 75 disclosing use | 24 of 75 reported a formal policy | Disclosure count |
A filing review still measures disclosure, not every control a manager runs. Yet its records let a reader inspect the population and recount the result.
That makes 24 of 75 the number that holds. It supports a narrow claim: formal governance disclosures lag disclosed use among the managers reviewed.
A proposal does not close the gap
The paper proposes policy, engineering, composition, and systemic layers. It also sets out a 90-day implementation sequence.
Those layers and that sequence remain proposals. The paper reports no production adoption of either.
Neither paper author is a Muniment customer or endorser.
Muniment’s position is that governance claims need records with denominators, scope, and methods attached. A large percentage cannot supply what its source never recorded.
Join the waitlist if your governance records need to preserve the evidence behind each claim.