- Before
- “I can sit in on one call in ten. The other nine I only see on paper.” Clears requests on forms and samples transcripts by hand.
- Now
- Reviews reasons, not raw profiles: every transcript read, every flag with its passage and public-record test, the trades after the call already checked.
One expert network call, from pre-clearance to the CCO's decision
This is expert network compliance on one call. Quillfield Capital's semiconductor analyst Owen Hartley books an hour with Graham Thorne, a former Director of Procurement at Arvelle Semiconductors, through Kestrelpoint Experts. Quillfield's funds hold 2,140,000 Arvelle shares, worth $151.2M. Here is what happens next, screen by screen, in the working solution.
- 01Overnight · 07:40
The day starts with what the agents found
Priya Raman · Compliance analystPriya's Today screen shows 9 requests to pre-clear, 7 of 7 transcripts reviewed, 1 red flag for a decision and 38 trades checked after today's calls. Beside it, the agents report in their own words: nine requests came in from five network portals with every attestation signed, six pass all five gates, two need a person and one expert is a current Torvane employee.
Pre-clear agent: “One is a current Torvane employee: I recommend declining.”
- 02Oct 19 · 9 waiting
The expert call pre-clearance queue, with a reason on every request
Priya Raman · Compliance analystEach expert call request shows the analyst, the expert's last relevant employer, the network and topic, the five gates and what the agent recommends, with the SLA of one business day. Priya selects the six recommended clear in one action. The holds — a cooling-off period that ends Dec 12, and a topic naming Brennick Therapeutics, a restricted-list name — stay with her.
“Holds and declines are decided one by one, with a reason.”
- 03Oct 15 · 09:04
Five years of employers, tested against the lists
Pre-clear agentGraham Thorne's history is tested employer by employer: Arvelle Semiconductors, Director of Procurement from Apr 2019 to Feb 2026, not restricted, not on the watch list, held at $151.2M and in Owen's coverage. He left 7.6 months ago against a 6-month cooling-off. Because Arvelle is held over $50M, a chaperone is booked. Priya clears the call.
Chaperone booked: Priya Raman · call recorded.
- 04Oct 19 · 15:34
Every line of the call, read in full
Transcript agentThe call runs from 14:00 to 14:52 with Priya on the line. The transcript arrives at 15:31 and the Transcript agent reads all 52 minutes and 6,840 words. The call record puts the five pre-clearance gates over the transcript, possible MNPI marked in the margin, and the agents' findings beside it: one red passage and three amber.
“I read the whole call: 52 minutes, 6,840 words. One passage is red.”
- 0531:12 · red · 94%
The exact words, why they are flagged, and whether they are public
Transcript and Disclosure agents“Honestly, our Q3 wafer orders were cut 30% last week.” The Transcript agent says why: specific, recent, a company source speaking as an insider, not public, and material. The Disclosure agent searched 14 public sources up to 15:33 and found nothing — Arvelle's last statement reaffirmed guidance on Aug 27. Two amber passages are shown public with a dated source: the wafer lead times in trade press and the Taichung line in Arvelle's 10-Q.
“Agents never close a red flag. A compliance analyst decides; the CCO sees every red flag within one hour.”
- 0615:36 · 15:52
The agents check each other: the clearance is re-opened
Pre-clear agentThe passage contradicts the expert's signed attestation of no current relationship with Arvelle. The Pre-clear agent sets the current-employee gate to Hold and asks Kestrelpoint to confirm. At 15:52 the network replies: Graham Thorne has had a part-time advisory contract with Arvelle since May 2026, never disclosed. The agent recommends blocking him on every network.
- 0715:41
Words joined to trades — before the order executes
Trading agentOwen has no Arvelle holdings or trades in his two personal accounts. But Samir Desai, a portfolio manager on the same team, staged a sell of 120,000 AVSC in the Global Technology Equity Fund at 15:12 — $8.5M, not yet routed. Two peer trades in Torvane Microdevices and Halsey Silicon come from an ETF index rebalance and are recommended clear. The agent asks compliance to hold the staged order, and Priya holds it.
“The Trading agent reads the order management system and the personal-trading system; it never holds or releases an order itself.”
- 0816:02 · 16:20
She prepares the restriction; the CCO approves it
Priya Raman and Marcus FeldThe agents draft the restriction from the evidence: add Arvelle to the watch list with the Global Technology team blocked, freeze Owen's notes on the call, keep the order held, put an information barrier around Owen and Samir, and block the expert on all five networks. Priya prepares it at 16:02. Marcus Feld, the Chief Compliance Officer, approves at 16:20 with the reason “Possible MNPI: specific, recent, non-public”.
“Approved by Marcus Feld · 16:20 · watch list 63 → 64.”
- 09Behind the barrier
The analyst sees the status, never the flag
Owen Hartley · Senior research analystOwen opens his call and sees only that it is under compliance review, that his notes are frozen and that he should not discuss Arvelle with the portfolio team. Flagged passages, the transcript and the agents' reasoning are visible to compliance and internal audit only.
“Your call with Graham Thorne is under compliance review.”
- 1016:41
The weekly call log, confirmed with its gaps shown
Leah Morimoto · Director of ResearchThe Evidence agent reconciles the network portals, calendars and research notes: 23 calls by seven analysts this week. It shows Ben Achterberg's missing note on a call held Oct 14, and Owen's call waiting for the CCO decision. Once Marcus decides, Leah confirms Owen's call log at 16:41.
“Confirming attests that each analyst's calls all went through pre-clearance and that notes are filed.”