Product · How it works
The one position on the timeline that was empty.
DojiPad Institutional replaces nothing and competes with nothing. Every incumbent control fires somewhere on the decision timeline. We took the one position on it that was empty, and it happens to be the position where the decision is actually made.
Position in the control stack.
Every incumbent control fires somewhere on the decision timeline. Read it and the pattern is plain.
Read the timeline left to righttop to bottom and the pattern is plain: the further rightfurther down a control sits, the more it can prove and the less it can change. By order entry the thinking is done. By execution the money has moved. By review the quarter is over. The intent stage is the only point where evidence and influence coexist, and until now nothing has operated there.
THE TIMELINE AS TEXT
- Intent — DojiPad Institutional. The plan can still change. Evidence and influence coexist here, and nowhere else. The only control before the order exists.
- Order entry — pre trade compliance. The order already exists. The thinking is done.
- Execution — surveillance, after. The money has already moved.
- Review — retrospective analytics. The quarter is over.
A session, illustrated.
The dialogue on the left is never summarized, scored, or forwarded. Committed plans, mandate evaluations, and observations cross to the officer register. Nothing else does.
The supervisory record stops where the decision begins.
Pre trade compliance evaluates coded limits at the moment an order exists. Surveillance examines executions and communications after the fact. Retrospective analytics reconstruct decision quality from holdings data, months later. Each is necessary. Each is silent about the same thing: the plan, the reasoning, and the sizing logic that formed before any order reached the OMS. Three exhibits from the research behind this product.
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.
What “exceeded” means.
An observation is exceeded when a committed plan sits past a mandate limit. Drafts are coaching records on the trader plane and never reach the register.