Licence to Actthe control plane for AI agents
Banking · payments and financial crime

Held payment: clear and send Payment 7730, €18,500

A European bank screens 8 million outgoing cross-border payments a year against sanctions lists. About 3% stop on a possible match, and the great majority of those are false positives. An agent reviews the held payments and, within a mandate owned by the Head of Financial Crime Operations, clears the hits that fall in a false-positive category approved in the bank’s screening policy; the payment engine sends them.

Today, with a person

A trained analyst compares the hit with the list entry, clears it or escalates it, and writes down why; higher-exposure hits are reviewed by two people. A possible true match goes to level two, and the funds of a confirmed match are frozen and reported to the national sanctions authority. Quality sampling decides who may clear what.

The question for the room

Would you let this agent send a held €18,500 payment without individual human approval?

The day, in the record

  • 09:12 Payment 7730 held · €18,500 to B-311, a ship-supply company banking outside the EU · partial name match to list entry EU-2291, a different company
  • 09:13 Identifiers compared with the entry: registration number, address, and country rule it out
  • 09:14 Clearance proposed · false positive in approved category FP-2 · declared basis: list as consolidated 07.10, 17:30 · operation P7730-C1

The mandate FC-11 · version 11.3 · since 01.07.2026

OwnerHead of Financial Crime Operations
Agentscreening-agent-02, acting for Financial Crime Operations
Actionclear hits in the false-positive categories approved in the bank’s screening policy, and request sending through the payment engine
Leveldecide for approved false-positive categories at lower exposure; every other hit goes to a trained analyst, and higher exposure to two
Limit€25,000 per payment · €5m per day across the deployment
Conditionsapproved category (partial name match only) · at least two identifiers that rule the entry out · the list in force on the day of sending, as known at the moment of sending · no high-risk jurisdiction on the route · no freeze on the account · 5% of clearances sampled by an analyst
Review triggerthree referrals for one reason in one day (R-07); a confirmed match on a stale list narrows at once (R-07S)
Revocationthe owner, the second line, or a revocation rule
ChallengerHead of Financial Crime Compliance, the second line
Restoreafter 30 clean clearances from a test chosen for the cause, on two signatures, the owner’s and the second line’s; the second line may hold it
Expiry31.12.2026, or the next release of the agent, whichever comes first; renewed on the evidence of the quarter
Deputythe Head of Payment Operations signs in the owner’s absence, within the same limits

The knowledge that applies

Which list applies? a public authority’s sanctions list; fixed by the day of sending, as known at the moment of sending; owned by the screening data team.

  • consolidated 07.10, 17:30 the list in force on 08.10 · B-311 not listed
  • act of 09.10 designates B-311 as entry EU-2318 · in force on 09.10 · published 11:00 · in the bank’s list service 11:15

What applies: sent on 08.10 → the list of 07.10 applies · sent on 09.10 → B-311 is designated, and from 11:15 the bank knows it

The agent’s screening copy refreshes every six hours. At 11:22 on 09.10 it still holds the list of 07.10, sees only the partial match to EU-2291, and clears the hit in good faith. Only the check against the bank’s list service catches the new entry before the money leaves.

The check, at the act

Identityscreening-agent-02, acting for Financial Crime Operations
Releasev3.1 · approved and validated for this workflow
Applicable basisthe list as consolidated 07.10, 17:30, in force on 08.10
MandateFC-11.3 active · €18,500 within €25,000 · approved category FP-2
Exact actionsend P7730 · €18,500 to B-311, unchanged since held
Current statenot sent before · no freeze on the account · before the 15:00 cut-off · €5m daily limit not reached, permits in flight counted

Outcome: permit · sent once

The act, and the customer

The payment engine executes the act: the payment leaves the bank. The agent may not say why. It cannot send the payment: the payment engine holds the credential.

The agent can say the payment is under review and when the client will hear back. The customer asks: “Why hasn’t my payment arrived?”

The loop: One serious mistake

Rule R-07S, at once. Restored after 30.

One record, every reader

WhoAsksReads
CISO
security and resilience
Who acted, and was it contained?Its own identity. One gated call, nothing sent.
CTO
architecture
Which model, and which release?Release v3.1, two model tiers.
CFO
finance
What did this payment cost?€0.27 in tokens, €6.00 in review.
Business owner
Head of Financial Crime Operations
Who decided, and under which mandate?Referred, then frozen by a trained analyst.
Second line
Head of Financial Crime Compliance
Can we show why it was not sent?Every version, on every line.
CRO
risk appetite and the board
Did the controls hold within appetite?Nothing sent, and the mandate narrowed within minutes.

The record of the two acts, field by field

The fields of the record line, as part three gives them, filled for the clean act and for the referral. A field with two lines gives the agent’s line and the person’s, marked C1 and L2.

FieldPayment 7730 · the clean act
08.10.2026 · held 09:12, cleared 09:14, sent in the 09:30 batch
Payment 7738 · the referral
09.10.2026 · held 11:20, referred 11:22, frozen by level two at 11:31
Before the act · what the check read
whenthe second the check decided, and the second the act committeddecided 08.10.2026 09:14:02 · committed 09:14:30 at the payment engine · left in the 09:30 batch to the correspondentC1 referred 09.10.2026 11:22:05L2 decided 09.10.2026 11:31:00 · the freeze at once · reported 12:05
the agent and its identitywhich agent, acting for whom, under its own identity, and how long its credential livedscreening-agent-02, acting for Financial Crime Operations · its own identity · token issued 09:12:10, valid 15 minutesC1 screening-agent-02, acting for Financial Crime Operations · its own identity · token valid 15 minutesL2 analyst A-204, level two, Financial Crime Operations · her own login · trained in sanctions screening
the releasethe release id, each model by version and hash, the prompt set, the validation reportv3.1 · tier-1 model 2026.06.1 (7c41e0) · tier-2 model 2026.05.2 (e9a3b7) · prompt set screening-clear 3.1 · validated by model risk, MRV-044, 28.06.2026C1 v3.1 · tier-1 model 2026.06.1 (7c41e0) · tier-2 model 2026.05.2 (e9a3b7) · prompt set screening-clear 3.1L2 none · a person’s decision in the screening system
the basiseach claim the act relied on, its version, and its standing at that second on both axes: evidential warrant, and authorityB-311 is not a designated party · the consolidated list of 07.10, 17:30 · in force on 08.10 · warrant validated · current on 08.10 · uncontradicted · authority: the authority’s list, as the bank’s list service holds it · the screening data teamThe hit on EU-2291 is a partial name match, ruled out on registration number, address, and country · the FP-2 criteria · screening policy SP-9 §6 · the client record · warrant validated · two identifiers compared · authority: Financial Crime Compliance, the policy ownerA hit in FP-2 may be cleared by the agent at or below €25,000 · screening policy SP-9 §6, v9 · warrant foundational · in force · authority: Financial Crime ComplianceB-311 is not a designated party · declared: the list of 07.10, 17:30 · superseded by the act of 09.10, in the list service since 11:15 · warrant fails on currency · contradicted by the list service · authority: the authority’s list · the screening data teamB-311 is a designated party, entry EU-2318 · applicable: the act of 09.10, in force from 00:00 · in the list service from 11:15 · confirmed by A-204 at 11:31 · warrant validated · current · authority: the act of the authority · the screening data teamFunds of a designated party are frozen and the freeze is reported · the sanctions regulations as the bank reads them · screening policy SP-9 §9 · warrant foundational · in force · authority: Financial Crime Compliance
the mandate versionthe mandate in force at that second, with its level and its limitFC-11.3 · since 01.07.2026 · decide · €25,000 a payment · approved categories FP-1 to FP-3 · €5m a day across the deploymentC1 FC-11.3 · decide · €25,000 · approved categoriesL2 the analyst’s level-two authority · clear and freeze · the screening procedure
the control standardthe control standard version and the rule set the check appliedCS-7 v2026.3 · rule set RS-FC-11 r9CS-7 v2026.3 · rule set RS-FC-11 r9
the consequence tierthe tier the act was classified into, and the version of the taxonomy that classified itmaterial · taxonomy CT-2026.1 · to €25,000, a payment that leaves the bank and cannot be recalled, across a border, under the sanctions regulationsmaterial · taxonomy CT-2026.1 · a confirmed match is critical, and the agent never decides one
At the act · what the check decided
the check’s decisionpermit, refer, or block, how many of the six inputs held, and the reason codePERMIT · six of six · reason code OKC1 REFER · five of six · reason code BASIS-01: declared list 07.10, list service 09.10 11:15, entry EU-2318 · owner: level twoL2 FREEZE · the analyst’s decision · the match confirmed on two identifiers
the exact actwhat was done, to whom, for how much, under which id, onceclear and send payment 7730 · €18,500 to B-311 · P7730-C1 · onceC1 proposed: clear and send €21,300 to B-311 · P7738-C1 · not executedL2 freeze payment 7738 · €21,300 · P7738-L2 · report to the national sanctions authority · once
the permitits id and what it was bound to: the mandate version, the release, the basis version, the exact act; and how long it heldPR-7730-1 · bound to FC-11.3, release v3.1, the list of 07.10 17:30 and category FP-2, €18,500 to B-311 · valid for the next batchC1 none · the proposal went to level two with the reasonL2 none needed for a freeze · the engine holds the payment on the analyst’s instruction
After the act · what came back
the receiptwhat the receiving system returned, and the reconciliation against it: one permit, one act, one receiptS-7730 · €18,500 · accepted by the payment engine 09:14:30 · in the 09:30 batch to the correspondent · reconciled against the engine’s ledger: one permit, one payment, one receiptC1 noneL2 the engine’s hold confirmation 11:31:20 · report filed 12:05, reference R-2318-09 · reconciled: one payment held, one report
the human decisionwhere a person decided: who, under which authority, what they confirmed, and whennone neededC1 none yet · referred to a person with the reasonL2 analyst A-204 confirmed entry EU-2318 on registration number and address, and froze the funds at 11:31
the costwhat the decision cost in tokens, and in a person’s time where one was needed€0.27 in tokens · no analyst timeC1 €0.27 in tokensL2 €6.00 of an analyst’s time
retentionhow long the record, the manifest, and the permits are kept, and personal data inside them by its purposethe record, the manifest, and the permits: ten years from the act, the period the bank sets for screening decisions of this tier (illustrative) · personal data by purpose and retention rule · a corrected fact is a new, linked entrythe record, the manifest, and the permits: ten years from the act, the period the bank sets for screening decisions of this tier (illustrative) · personal data by purpose and retention rule · a corrected fact is a new, linked entry

control standard CS-7, version 2026.3 · rule set RS-FC-11 r9: refer any hit outside FP-1 to FP-3, any route through a high-risk jurisdiction, any mismatch of basis · CT-2026.1 · the bank’s consequence taxonomy · proposed by the CRO with financial crime compliance and Financial Crime Operations, set by the board, 06.2026 · ids, dates, and figures invented.

The business case

240,000 held payments a year, 70% eligible and 80% adopted; 15 minutes saved on each at €60 an hour, 65% realised. Run cost €550,000 a year; set-up €800,000. Breaches avoided, value dates kept, and analyst time moved to true matches are not yet included.

The people, on the day the mandate narrows

The analysts do this work today. The person who receives a referral holds at least the authority of the mandate the agent acted under, its limit included. Analyst A-204, at level two, clears and freezes; the agent only clears approved false-positive categories up to €25,000, and never a possible match. On the day a sanctions list changes, a new designation in the Official Journal re-screens the queue, and the hits triple

What the law asks here

DutyWhy hereEvidenceBoxes
EU sanctions regulations
the firm holds or moves funds: freeze the funds of designated persons, and make none available to them
every payment the bank sends; the list in force at the minute of release decidesthe list in force at the minute of release; a confirmed match frozen and reported; the list copy refreshed after every act in the Official Journalw2 w4 w5
EBA guidelines on restrictive measures
the firm screens for sanctions
the bank screens for sanctions; automated clearance of approved false-positive categories is the bank's own reading of the guidelinestrained staff analyse alerts, two people above an exposure; automated clearance only where the bank’s policy approves it, which is the bank’s own readingw3 w4 w5
AML law (Directive 2015/849 as transposed; the AML Regulation 2024/1624 from 10 July 2027)
the firm is an obliged entity
the bank is an obliged entity; from 10 July 2027 the check of customers against the sanctions lists is also a due-diligence dutypolicies and controls for screening; records of alerts and their outcomes kept for the statutory periode2 e4 w5
GDPR, Article 22 (to be tested)
a decision is solely automated and has a legal or similarly significant effect: a test the firm applies per type of decision
to be tested per category: a clearance releases the payer's own payment; a freeze is never the agent's decision, so the test is the bank's to apply per categorya route to a person on request, with a time; reasons that explain the procedure and principles actually applied (CJEU C-203/22)w4 w5 w6
GDPR, Articles 15, 16, 17
personal data is processed
the payment carries personal data of the payer and the payeeaccess to the data on request; a corrected fact as a linked entry; retention by purpose, the storage-limitation principlew5 p5
EU AI Act, high-risk (classified: not high-risk)
the use is on Annex III, among them the creditworthiness of natural persons (5(b)), life and health pricing (5(c)), and essential public benefits (5(a)), and Article 6(3) does not take it out
not as built: sanctions screening is not on the listthe classification, with its reasoning, in the agent portfolio; if high-risk, human oversight and logse1 w1 w4
EU AI Act, Articles 4 and 50
any provider or deployer; Article 50 when an AI system talks to people, since 2 August 2026
Article 50: the agent tells the client the payment is under review, so it says it is an AI system; Article 4 for the analysts who decide referralsmeasures to support the AI literacy of the people who decide referrals (Article 4 as reworded by the 2026 omnibus: the duty stays, no guaranteed level); telling the person she is talking to an AI systeme4 w4
DORA
the firm’s ICT, and its ICT third parties
the bank is a financial entity under DORAidentity and access control, under the ICT risk framework; incident classification and reporting; the register of ICT third-party arrangements; testingp1 p3 p5 p6 e1 e4
Instant Payments Regulationpayment 7730 goes to a bank outside the EU and is screened as it leaves; the daily customer check of Regulation 2024/886 covers instant euro payments
Consumer Credit Directive IInot consumer credit
EIOPA opinion on AI governance (6 August 2025)not an insurer

Dated 11 October 2026; from the shared duty table; not legal advice.

Notes on the case