- Before
- Spends the first week of every month in twelve broker portals and one giant spreadsheet, keying invoices and tying statements by hand.
- Now
- Opens 46 invoices already read, tested and split; prepares 38 in one step and spends her time on the eight that need a person.
Commission management, one research invoice at a time
Monday, October 19, 2026, at Quillfield Capital, a fictional manager of about $900 billion. Kestrel Data has billed $186,000 for 62 terminal seats for the fourth quarter. The commission analyst works in a conversation with eight agents beside every screen: they tell her where to start, she asks why or what if, every answer cites its passage, and three people sign before money moves. Here is what happens next, screen by screen, in the working solution.
- 01Monday, 9:20 a.m.
The agents tell Nadia where to start
Nadia Kowalski · Commission analystSince Friday the agents have read 46 research invoices from 10 channels — the AP mailbox, vendor portals and broker portals — in English, German and Japanese. Thirty-eight, $1,204,594, are clean and agreed by both checking agents, ready to prepare in one step. Eight need a person, each with one next step: Prepare, Choose, Reject, Send query, Review. Beside them, what each agent did with its source, and the Balance agent's note on where to begin, with questions she can ask next.
“Start with Kestrel, then Ardent. … Kestrel's split follows signed study MU-2026-03; Ardent needs your choice because Calloway Markets is $34,760 short.” — Balance agent.
- 02The envelopes
Every CSA and research payment account as an envelope
Nadia Kowalski · Commission analystAll 12 commission sharing accounts — Pellam & Co., Ostrander Markets, Calloway Markets and nine more — sit beside the UK and EU research payment accounts and Quillfield's own account, each with its balance, October accruals and what waits to be paid. Nadia picks Kestrel's invoice from the tray and drops it in: $130,200 lands in Pellam & Co., $412,880 available and $282,680 after this payment; $55,800 goes to Quillfield's own account. Calloway shows “Short $34,760”, Harwell Securities “Break $8,460”.
“Where it goes: the agents split it” — 70% · $130,200 Pellam & Co. · 30% · $55,800 firm pays.
- 03One click
She asks why the firm pays 30%; the agent answers with its sources
Nadia Kowalski · Intake, Eligibility and Mixed-use agentsThe invoice opens beside the agents' six steps, all agreed. The Intake agent read KD-2026-10-4471 from the AP mailbox at 97% confidence: 62 seats (New York 38, London 16, Singapore 8) from October 1 to December 31 at $3,000, $186,000, with no earlier copy in 24 months. The Eligibility agent tested the line under Section 28(e)(3): research, but mixed use, rule E-07. Nadia asks, “Why does the firm pay 30% of the Kestrel invoice?” The Mixed-use agent answers in the thread, citing the study, the 2006 guidance and the population check.
“Section 28(e) covers only the research share; the 2006 guidance asks for a reasonable allocation by use, with the other share paid by the firm.” — Mixed-use agent.
- 04The split
Only a signed, in-force study sets the percentage
Mixed-use agentThe Mixed-use agent applies study MU-2026-03, signed by Alana Whitfield on May 14, 2026 and in force to May 14, 2027: a survey and login analysis of all 62 users measured research and investment-decision use at 70.4%, set at 70%. It checks the population still matches — 62 seats invoiced, 62 users surveyed — and splits $130,200 research and $55,800 administration. Every citation opens its passage; this one is the study's result.
“4.2 The research share is set at 70% for invoices dated May 14, 2026 to May 14, 2027.” — study MU-2026-03.
- 05Prepared, then approved
A second agent agrees; two people sign
Nadia Kowalski and Alana WhitfieldThe Second-check agent, on a separate model family, re-tested the invoice on its own: the price matches order form KD-OF-2291, 62 × $3,000 = $186,000, no duplicate, and the account ending 6610 matches the vendor master. Nadia prepares it. Alana Whitfield, senior compliance officer for soft dollars, opens the same evidence, approves with reason code A2 “Mixed use per signed study” and signs. Nadia could not have approved it herself: no one approves what they prepared.
“Sign as Alana Whitfield, Senior Compliance Officer, Soft Dollars. My signature, the time and the evidence are kept with the record.”
- 06An account runs short
Nadia asks; the agent offers two ways through
Balance agentArdent Macro Research's $96,000 subscription is paid by Calloway Markets under the H2 broker vote, but Calloway has $61,240 available. Nadia asks, “Which accounts cannot cover what is waiting?” The Balance agent answers: split with Ostrander Markets today — $61,240 from Calloway, $34,760 from Ostrander — or wait until accruals reach $100,140 on November 6, still before the November 15 due date. She chooses with one click.
“Two ways through … Your call.” The Balance agent never moves money between accounts.
- 07A new bank account
Changed bank details wait for a call-back
Second-check agent · Tomás FerreiraTessaly Research Partners' $58,000 invoice asks to be paid to a new account, Harbor Mutual Bank ending 9902, and was sent from tessaly-research.co. The vendor master holds Northern Lakes Bank ending 4471 and the domain tessalyresearch.com. The Second-check agent shows both views and holds the invoice until Tomás Ferreira, the finance controller, calls Tessaly on the number already on file.
“Possible fraud: held for a finance call-back to +1 416 555 0148.”
- 08Statements tied
CSA reconciliation: fourteen statements against 18,940 trades, two issues traced
Reconciliation agentThe Reconciliation agent tied the September statements from 12 brokers and 2 research payment accounts to 18,940 trades in the order management system. Harwell Securities credited nothing for a September 29 program trade of 423,000 shares, though its agreement credits 2.0¢ a share: $8,460, with the query drafted for Nadia to send. And Hollins County Teachers' Retirement System forbids soft dollars, yet three October trades credited $5,212 to the Aldmoor account; the agent proposes re-booking at execution-only rates and a refund that Nadia prepares and compliance approves.
“Schedule A §3.2 credits 2.0¢ a share. Please credit $8,460 and confirm on the October statement.” — drafted query.
- 09Before the 2:00 p.m. cut-off
Finance releases one checked payment file
Tomás Ferreira · Finance controllerThe Payment agent drafted every instruction in each broker's format — Kestrel's $130,200 request to Pellam & Co. and a $55,800 accounts-payable voucher among 14 ready to release, $504,450 — with payee bank details taken only from the verified vendor master. Only finance releases. Northgate Global Research's $262,500 stays in “Second approval”: at $250,000 or more, Sam Deluca, Global Head of Trading, approves after compliance.
“Nothing is sent until finance releases; I never send a payment.” — Payment agent.
- 10On the record
Every step on a write-once trail, ready for the examiner
Fiona Grant · Internal auditEach agent step and each decision is logged with who, what, when, why and the evidence: Alana's approval at 09:23 with A2, Nadia's preparation a minute before, the Mixed-use agent's split at 09:08. Files carry SHA-256 fingerprints and records are kept seven years. Asked for every mixed-use payment in 2026, the Evidence agent assembles the register — 186 payments, $4,812,600 — with the studies, both approvals and the broker confirmations.
“61,204 entries in 2026, every one with its evidence.” — Evidence agent.