Commission discrepancies
discovered three months
after the fact.
- Commission and fee reconciliation requires comparing compensation records against broker-dealer payment reports across hundreds of transactions — each with its own product type, grid rate, and payout timing. Manual reconciliation happens quarterly, at best.
- Discrepancies discovered three months after the fact are harder to dispute, harder to recover, and often below the threshold that justifies the administrative effort to pursue. Revenue leakage becomes a structural feature of the practice, not an exception.
- The reconciliation process is systematic: compare records, identify discrepancies, trace to source, initiate resolution for confirmed errors. It is high-volume, rule-based, and precisely the type of work that accumulates unresolved when operations teams have more urgent priorities.
The broker-dealer payment report arrives at month end. An operations associate compares it against the compensation system — spot-checking high-dollar transactions, flagging obvious discrepancies. Three smaller discrepancies go undetected.
At the quarterly reconciliation review, the three discrepancies surface. One is 94 days old. The broker-dealer's dispute window is 90 days. The revenue is unrecoverable. Combined value: $2,340.
The broker-dealer payment report arrives. The AI agent compares every transaction against the compensation record immediately — product type, grid rate, split allocation, payout amount. Three discrepancies are identified.
All three are flagged the same day the report arrives — 87 days before the dispute window closes on the oldest one. The operations team receives a structured comparison showing the discrepancy, the expected amount, and the difference. Resolution is initiated while recovery is still possible.
What AI agents resolve
before the dispute window closes.
| Use Case | What the AI Agent Does | Outcome |
|---|---|---|
| Payment report reconciliation | Compares every transaction in the broker-dealer payment report against the internal compensation record — product type, grid rate, split allocation, payout amount. Identifies discrepancies by transaction with a structured comparison of expected vs. received. | Every discrepancy identified the same day the payment report arrives. Quarterly surprise eliminated. Operations team reviews a structured exception report, not a raw data comparison. |
| Dispute initiation | For confirmed discrepancies, initiates the broker-dealer dispute workflow — structured dispute letter, supporting compensation record, dispute deadline tracking. Monitors the dispute through to resolution. | Disputes initiated immediately on detection. Dispute window protected. Recovery rate on identified discrepancies substantially improves. |
| Grid rate validation | Validates payout rates against the applicable compensation grid for each transaction. Identifies transactions where the applied rate does not match the grid — rate tier errors, product misclassifications, split allocation errors. | Grid rate errors identified at payout, not at year-end. Systematic misclassifications corrected before they compound across multiple payment cycles. |
| Split allocation verification | Verifies split allocations against the advisor of record for each transaction. Flags splits that do not match the registered allocation — advisor of record changes, incomplete transfers, system errors. | Split allocation errors identified and corrected before advisory compensation is finalised. Advisor disputes over allocation resolved with a clear audit trail. |
| Reconciliation reporting | Maintains a real-time reconciliation status across payment cycles — matched, discrepant, disputed, resolved. Surfaces open disputes approaching deadline for operations team action. | Operations leadership has a continuous, accurate view of reconciliation status. Revenue leakage identified and quantified in real time rather than in quarterly reviews. |
Commission reconciliation involves financial records, dispute initiation, and broker-dealer correspondence. When a dispute is filed on your behalf, the record of what was compared, what the discrepancy was, and what action was taken must exist independently of the agent.
PLRX logs every agent action on every reconciliation cycle. Every payment report processed, every transaction compared, every discrepancy identified, every dispute initiated — captured in a structured, timestamped record. Queryable by advisor, by transaction, by payment cycle, by dispute status.
If a broker-dealer audits a dispute or an advisor challenges a compensation calculation, the complete reconciliation record is retrievable without reconstruction. The agent's comparison methodology is logged — expected amount, actual amount, applied rate, identified discrepancy — so the basis for every dispute is transparent and defensible.
Commission discrepancies that go undetected for 90 days are not an exception. They are a structural feature of reconciliation processes that run quarterly.
PLRX AI agents reconcile every payment report the day it arrives, identify every discrepancy by transaction, and initiate dispute workflows while the recovery window is still open. Revenue leakage becomes visible — and recoverable.