Yes, for the checks and the reconciliation. An AI agent can check each pre-clearance request against the restricted and watch lists, holding periods and the employee's access to inside information, and reconcile staff broker statements with what was approved. Approving grey-area requests, deciding that a trade breached policy and anything that follows stay with compliance.
What is personal account dealing review?
Firms with access to inside information, or that deal on clients' behalf, control their staff's own trading. A typical personal account dealing policy requires staff to declare their brokerage accounts, seek pre-clearance before trading, avoid instruments on a restricted list, hold positions for a minimum period and never trade ahead of client orders. Compliance checks requests before the trade and statements after it.
The checks are mechanical but unforgiving. A request for a stock that went onto the restricted list an hour ago must be refused. A trade that does not appear on any approval must be found. With hundreds of staff and several brokers each, the after-the-fact reconciliation is often weeks behind. That backlog is where the agent helps most.
What may the agent prepare?
| Check | The agent | Compliance |
|---|---|---|
| Pre-clearance | Checks the instrument against restricted and watch lists, holding period and the employee's deal team and wall-crossing records | Decides any request that is not clearly allowed or clearly refused |
| Client order conflict | Checks for open or recent client orders in the same instrument | Judges whether the timing is a concern |
| Reconciliation | Matches every trade on broker statements to an approval; flags unapproved trades, wrong sizes or dates outside the approval window | Decides whether a mismatch is a breach |
| Holding periods | Flags sales inside the minimum period | Decides on exceptions, such as hardship |
| Declarations | Flags staff with no declared accounts or overdue annual declarations | Follows up |
| Patterns | Flags repeated trading in sectors the employee covers | Decides whether to investigate |
Clear refusals can be automatic: an instrument on the restricted list is refused, and the employee is told only that the request is declined. Clear approvals, such as a broad index fund with no conflicts, can follow policy. Everything between goes to a person.
How should staff data be handled?
Broker statements show an employee's whole financial life: their holdings, their trading, sometimes their spouse's account. That is personal data about staff, and much of it is irrelevant to the policy. The agent should extract the trades it needs and leave the rest. If statements must be kept, they should be stored with access limited to the compliance team.
The same discipline used to classify personal data and to redact personal data from documents applies here. If a statement is sent to the wrong person, for example a reconciliation query copied to an employee's manager with the full statement attached, that is a personal data breach, to be handled through the personal data breach assessment template.
What does a review look like?
Take a corporate finance boutique with sixty staff. The agent reviews pre-clearance requests as they arrive and reconciles statements monthly.
On a Tuesday, an analyst requests to buy shares in a listed engineering company. The stock is not on the restricted list. But the agent finds the analyst was added to a deal team two days earlier for a project codenamed after a river, and the deal team's target list, held in the deal system, includes a subsidiary of that engineering company. The agent refuses no one; it holds the request and sends it to compliance with the link. Compliance refuses it and adds the parent to the restricted list.
In the monthly reconciliation, the agent finds two trades by a partner with no matching approval. Compliance asks; the partner had sought approval by email, which was given but never logged. Compliance records the process failure, not a policy breach, and fixes the logging.
Which controls make it safe?
- Lists are current. The agent checks against the live restricted list, not a copy.
- Refusal reasons stay confidential. Staff are not told why a request was refused, because the reason may itself be inside information.
- Minimum data. Only the fields needed for the policy are extracted from statements.
- Every check is filed. Approvals, refusals, holds and reconciliation results are recorded with the lists checked.
The general principle is in our guide to AI compliance agents.
Questions people ask
Can the agent approve trades in funds and other low-risk instruments?
If your policy exempts them or treats them as clear approvals, yes. The policy defines the categories; the agent applies them.
Does the agent need access to deal team records?
Yes, at least to who is on which team and which companies are involved. Without it, pre-clearance misses the most important conflict.
What about family members' trading?
If your policy covers connected persons, the agent applies the same checks to their declared accounts.