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FinCrime Re-Vetting Accelerator
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MEL SYD PER
2021–22 back book ● SUPERVISED PILOT · WKS 11–16
OLDEST STATUTORY CLOCK  ·  CR-2025-0091 · Sydney · must complete in 6d 14h  ·  start-within-7 / complete-within-28 rule Statutory breaches this period: 0
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Backlog burndown open cases by risk tier · projection to week 40
TRIAL PILOT manual @ 5/day — lands in years assisted — quarters, not years 8k 0 wk 0 wk 40
Tier 1 · High Tier 2 · Medium Tier 3 · Low
Recoverable value waterfall A$M · solid = decisioned · hatched = modelled
A$38M FY26 spend drag — do nothing
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Pipeline funnel per-stage conversion · median dwell
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DECISION OUTCOMES Cleared · code lifted 58% Maintained 31% Escalated to ECDD 11%
This week's considerations
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Sign-off panel · week 10 gate
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Saved views Tier Ranked by risk-adjusted priority — statutory clocks always float to top · why this order?
CaseStop-code reasonPropRisk tier · top reason codeCode ageAssembly readinessValue bandState / SLA
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Self-exclusion & Crown Play Safe codes are out of re-vetting scope — they appear in the Register Explorer and route to the CPS process, never into this queue. No bulk actions by design — every decision is per case.
✓ {{ decidedText }} · routed to QC sampling · event written to append-only audit trail with model, prompt and checklist versionsView in Audit & Evidence →
← Queue {{ ws.id }} {{ ws.cat }} {{ ws.tier }} {{ ws.age }} · {{ ws.propFull }} · expected value {{ ws.value }} ASSEMBLY READINESS {{ ws.readyPct }}
Assembled case file
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Play cadence · pre / post code
2019▼ stop code · Mar 20212026
Avg A$4.2k/mo rated play stopped at code — the revenue consequence and the behaviour baseline for the return decision.
Draft narrative LLM-drafted · analyst-owned Click any sentence to open its cited source · uncited sentences render amber and cannot be committed
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CITED SOURCE {{ citeCard.ref }} {{ citeCard.sys }} ✕ Close
{{ citeCard.body }} retrieved {{ citeCard.ts }} · retrieval hash {{ citeCard.hash }} · model v2.3.1 · prompt v14
1 paragraph edited by S. Chen · 20 Jul 2026 09:02 · tracked in audit trail
Typology checklist SoW/SoF re-verification · guide v3.2 · pinned to case {{ checkCount }}
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Waive requires a reason code:
Context timeline sessions · transactions · alerts · contacts · stop-code events — behaviour reads in sequence, not as isolated alerts
SESSIONS CAGE / TXN ALERTS CODE / CONTACT
Session / txn Alert Stop-code event Customer contact The 2021 "chip share" alert cluster resolves as one pattern on one strip — not three separate analyst-hours.
Risk summary — why ranked here
{{ ws.tier }} classifier v2.3 · pinned · calibration →
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← lowers risk · raises risk → · plain-language reason codes, never raw model terms
Relationship context
Spouse — patron CR-2021-4418 Declared Mar 2021 case notes. Different surname & address; explains chip sharing flagged as transfers between strangers.
Host-declared relationship feed — not yet available (gap)
Outstanding information
SoW documents (bank stmts, tax return)✓ Received 02 Jul
Occupation verification letterDay 21 · nudge sent
Requested 29 Jun · email + registered mail · reminder automation on · code lifts through this workflow when satisfied
Decision 🔒 Locked — satisfy checklist first Unlocked — analyst decides
Mandatory reason code:
Nothing auto-clears. The analyst decides; the system assembles, drafts and ranks. Routes to QC per sampling policy.
Pen-state handoff If only outstanding information blocks clearance, emit a handoff artifact to the host workflow — contact permission state, information required, approved framing. Nothing is contacted from this application.
Tier distributionwk-over-wk drift +0.4pt
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Model version timeline
v2.3 · 28 Jun 2026 · recalibrated on decisioned trial cases · approved CRO · active — pinned v2.2 · 09 May 2026 · typology feature added (checklist tuning) v2.1 · 21 Mar 2026 · initial trial classifier
Retraining is a visible, logged event — never silent. Tiers pin to the prior version until approval.
Calibrationpredicted vs realized escalation predicted escalation rate realized Points on the diagonal = an honest classifier. Mirrors the XGBoost auto-triage pattern already trusted in transaction monitoring.
Aging heatmaptier × age bucket · open cases
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Tier 3 dwell falling from the historical 60+ days toward target. Zero Tier 1 cases beyond 60 days — the evidence that faster does not mean riskier.
Consistency panels Team-lead view only · coaching material — no public league table
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Overs — unnecessary work on low risk Unders — second risk missed, send-back
Week 10 gate — projected in the decision session Pipeline vs senior analysts · 164 historical cases · selection logic pre-approved by engagement risk partner 91.5% agreement · gate ≥90%
Agreement matrixpipeline recommendation × senior decision · click a disagreement to open the narrative diff
ClearMaintainEscalate {{ m.label }} {{ m.n }}{{ m.pct }}
NARRATIVE DIFF — largest disagreement cell Pipeline under-weighted a screening signal in the foreign-PEP-adjacent typology (4 cases). Senior escalated; pipeline recommended maintain. → became checklist amendment CL-3.2-Δ7.
Time per casesenior manual vs assisted · one pair per case · spread shown, not just the mean
10× threshold
0 min150300450 min
Senior manual · median 262 min Assisted · median 24 min 10.9× · gate ≥10×
Documentation qualityrubric radar · blind-scored by compliance · gate: equal or better {{ a.label }}
Assisted Senior manualCitation integrity 5.0/5
Gate progress — four for four
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Coded population — 7,812 patronsfirst cut: withdrawal of licence vs stop code · click a block to open the cohort
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Code age distribution2021–22 over-conservative cohort highlighted
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Spend-before-code overlay: recoverable value concentrates in the gold cohort — lifetime outcomes where 90-day reviews would have done.
Pen-state cohort412 candidates
Stop-coded solely for outstanding information — requested, chased, never confirmed high risk. Feeds the host-workflow handoff; nothing is contacted from this screen.
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Outcome flow — where the population goes as re-vetting proceeds1,264 decisioned to date {{ n.label }} {{ n.n }}
Back-book policy mapper NLP over historical free-text exclusion notes, mapped to the current time-bound policy. This application surfaces and evidences; security & surveillance owners decide.
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Historical: {{ b.was }} Current policy: {{ b.now }} Re-paper candidate
Review queue: 318 candidates whose historical outcome exceeds current policy · time-bounding began only in the last couple of years — the back book is large and entirely free text.
Remediation consistency: pipeline configuration checked against open AUSTRAC remediation findings before any case enters · last review 30 Jun 2026 · owner: AML Compliance Officer
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Append-only event log every view, retrieval, claim, edit, checklist event, decision and refusal · live
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AUSTRAC-review export Full evidence bundle per case or period: narrative with citations, checklist state, decision provenance, model/prompt/rule versions. The only export in the application — and it is logged.
No data-team extract required. The CRO's regulator preparation runs entirely from this screen.
Refusal logattempted actions outside policy — refused on screen, logged
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Purpose-limitation attestation
✓ Zero exports outside this console ✓ Zero fin-crime data reads from any marketing surface — confirmed architecturally ✓ Every SoW/SoF view carries a role, a reason and a watermark ✓ Government identifiers masked by default; 100% of unmasks logged with reason
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Recovery curvecumulative expected vs realized return · A$M · realized populates in the pilot and is labelled as such A$38M FY26 spend drag — the standing "why this matters" 40 20 0 pilot mo 0 mo 12 expected · A$20–30M band realized · pilot
Cost to reviewanalyst-minutes per decisioned case · weekly
manual baseline · 262 min
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Priced into the A$1.5–3M review-cost savings claim · assembly effort displaced toward judgment.
Recoverable value ledger one row per cleared patron · de-identified · Finance co-signs every claim
PatronHistorical spendReturn prob.Expected valueStatusFinance co-sign
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VAULT · RESTRICTED VIEWER SoW documents — VLT-SOW-3 role-gated · watermarked · view-logged · no download · no copy
S. CHEN · SENIOR ANALYST · 20 JUL 2026 09:14 · VIEW LOGGED S. CHEN · SENIOR ANALYST · 20 JUL 2026 09:14 · VIEW LOGGED S. CHEN · SENIOR ANALYST · 20 JUL 2026 09:14 · VIEW LOGGED
Statement of account — savingsProvided by patron · 02 Jul 2026 · purpose-limited: SoW/SoF verification only
Account holder[Patron CR-2021-4417]
TFN: {{ tfn }} Passport: {{ passport }} FY25–26 · 12 statements
DateDescriptionCreditBalance
28 Jun 26SALARY — ELECTRICO PTY LTDA$3,692.00A$41,203.55
14 Jun 26SALARY — ELECTRICO PTY LTDA$3,692.00A$37,511.55
31 May 26TERM DEPOSIT INTERESTA$412.80A$33,819.55
✓ Consistent with declared occupation (licensed electrician) · salary A$96k p.a. supports observed play band A$4.2k/mo
Identifiers unmasked · logged with reason · re-masks on close
GUIDED DEMO · {{ tourStep.pos }} End tour ✕
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