Regulatory
Built against the regulatory horizon.
We do not ask desks to take a young vendor on faith, and we do not hand out our technology to prove ourselves. What we show instead is where the rules are going and what the system already implements for each. The full mapping is available as a memo, and the architecture is reviewed live with the firm's security function under NDA.
Three frameworks, three implementations.
Bloomberg and Charles River do not publish their internals, and neither do we. What a serious vendor owes a serious counterparty is not source code. It is evidence of understanding the obligations the counterparty actually carries, and a system already shaped to them.
The horizon, and the question behind it.
Dollar figures are the 94 bps applied to book size, indicative only; the precise number differs by desk. The structural point does not: these biases operate at the intent stage, precisely the stage the current control stack cannot see. Every control the firm runs today fires after this cost is already incurred.
SOURCE · Essentia Analytics client research, stated publicly by CEO Clare Flynn Levy (Markets Media interview and company publications, August 2020). Essentia's decision analysis methodology is published in the peer reviewed Journal of Investing.
The direction is singular: regulators increasingly expect a record of how decisions are made, not only of what was executed, and governance of any AI that touches those decisions. An intent stage record, generated and retained inside the firm's own walls, is built for exactly this trajectory.
SOURCES · U.S. SEC, Electronic Recordkeeping Requirements adopting release, October 12, 2022 · Advisers Act Rule 204-2(a)(7) · SEC recordkeeping enforcement orders, September 2022 onward · Regulation (EU) 2024/1689 and the European Commission's published implementation timeline.
AI governance now appears on most institutional operational due diligence checklists, and is identified among the fastest growing areas of allocator scrutiny.
SOURCES · EY operational due diligence priorities analysis, 2025, as reported in industry ODD guidance · AIMA Illustrative Questionnaire for the Due Diligence of Investment Managers.
Six questions. Each answered here with an artifact.
Where does your record of the decision begin?
The register: observations at the intent stage, before order entry, with the committed plan and the figure attached.
Can anything in the record be edited or deleted?
The acknowledge ledger: append-only, with officer and time. There is no route to edit or remove an entry.
What leaves our tenant, exactly?
The egress manifest, generated from the same registry the runtime enforces, and the flow-log verification run against the tenant's own logs.
Can the vendor see our trades?
The architecture: sealed single tenant, no vendor endpoint. The plane-denial report and the flow-log verification are reviewed live under NDA.
What happens when the system cannot measure something?
The attestation row that says “not measured, so it is not a pass”, and the mandate proposal that arrives as not expressible instead of a guessed number.
How is the AI's own output governed?
The forecast board scored against the record, tiers withheld on small populations, and audit-stamped PDFs that name their scope.
The regulatory alignment memo.
The full mapping, in a document your compliance function can file. Available in advance of a briefing.