W1 · DASHBOARD
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3 very-high · 3 high
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4
1 awaiting supervisor
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1
CASE-0442 · 4h left
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34m
↓ 12% vs last week
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CASE-0442 · STR review4h
CASE-0441 · investigation12h
CTR-2026-0188 · auto-file36h
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2 STR · 1 CTR · 1 CBWT
Last ingestion: Finacle batch · today 02:00 · 214,882 tx · 0 rejects
✦ {{ L.brief }}
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2
1 nearing SLA
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1
STR-2026-0021
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96%
2 breaches this month
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11
across 2 analysts
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P. Nair6 cases
A. Khanna4 cases
Unassigned1 case
Every approval is dual-control: analyst disposition + supervisor sign-off, both hash-chained to the audit trail.
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9
7 live · 2 staged
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412
↓ 8% w/w
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58%
↓ from 61% · ML assist
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19
100% within FIU window
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weekly · rules-only vs ML-assisted
MAYJUNJUL
Champion model XGB-TM v2.3 stable · PSI 0.08 · model governance →
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5
1 suspended
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4/5
World-Check degraded
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1,284
hash-chain intact
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2h
OFAC · UN · EU
W15 · LIVE TRANSACTION MONITOR
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W16 · QUEUE & SLA MANAGEMENT
Work queues
ROUTING
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ESCALATION MATRIX
Breach > 2h → Supervisor · > 8h → Compliance Head · > 24h → COO + board MIS flag. Reminders fire at T-72h / T-24h / T-4h. Every reassignment and nudge is hash-chained to the audit trail.
W2 · ALERT TRIAGE
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W19 · INTERNAL REFERRALS · BRANCH INTELLIGENCE
Staff suspicion referrals
Raise a referral
SUBJECT NAME / ID
BRANCH
WHAT DID YOU OBSERVE?
STR source mix · 2026 YTD
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Human intelligence catches what rules miss — front-line referrals are a supervisory expectation under RBI KYC Master Direction
W5 · CASE WORKSPACE
Cases
W7 · REGULATORY REPORTING
FIU-IND reports
W17 · REGULATORY CALENDAR & OBLIGATIONS
Filing deadlines
W3 · CUSTOMER / ENTITY 360
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{{ customer.name }}
{{ customer.risk }}{{ customer.id }} · {{ customer.type }} · {{ customer.idLine }}
KYC status
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Since {{ customer.since }}
PEP status
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Branch
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Open alerts
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W4 · TRANSACTION EXPLORER
{{ customer.name }} · timeline
{{ customer.id }} · last 10 movements
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W6 · SANCTIONS / PEP / ADVERSE MEDIA
Screening console
LISTS:
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· fuzzy (trigram) + phonetic (Double Metaphone)
Screening “{{ screenQuery }}” against 6 lists…
W8 · KYC / CDD / EDD
Due-diligence workflows
W20 · CUSTOMER RISK RATING ENGINE
Portfolio risk rating · CRR v3.1
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Portfolio distribution
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Rating drives review cycle, EDD depth and transaction thresholds
Model factors · weights
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Weights versioned under Model governance · re-rating triggers: new alert, KYC change, list update, dormancy break
W22 · TRADE-BASED MONEY LAUNDERING
Trade finance monitoring
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Vessel & goods checks
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TBML RED FLAGS MONITORED
Over / under-invoicing · multiple invoicing of one shipment · short / over shipment · phantom shipments · dual-use goods · circular trade with related parties (matches the Meridian cluster in Network graph).
W23 · AI DETECTION HUB
✦ Beyond rules — what the models found
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CONTINUOUS LEARNING LOOP
Every analyst disposition (1,284 this quarter) feeds the challenger model. Current lift: +12% alert yield, −9% false positives vs champion. Next governed retrain 01 Aug — promotion needs Compliance Head sign-off after the 30-day shadow run. Every AI-assisted action is tagged and hash-chained in the audit trail.
W9 · NETWORK / LINK ANALYSIS
Entity graph · Choudhary cluster
₹52.0L
₹51.4L
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Subject
Family / personal
Corporate
Suspected shell / mule
Circular flow ₹52L / 36h
W10 · INVESTIGATOR COPILOT
✦ Copilot · CASE-0442
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Copilot is drafting from case-file data…
W11 · RULE / TYPOLOGY AUTHORING
Detection rules
W12 · MODEL GOVERNANCE
Champion – challenger
XGB-TM v2.3CHAMPION · LIVE
AUC-ROC
0.914
PRECISION@100
0.62
PSI (30D)
0.08
Approved 02 May 2026 · validated by model risk committee · SHAP explanations attached to every scored alert.
XGB-TM v2.4CHALLENGER · SHADOW D22/30
AUC-ROC
0.921
PRECISION@100
0.67
FP REDUCTION
−9%
Running in shadow on 100% of traffic — no analyst-visible alerts. Promotion gated on 30-day stability + committee sign-off.
Global feature importance · SHAP
mean |SHAP value| across last 30 days of scored alerts
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Population stability
weekly PSI · alert threshold 0.2
All weeks below 0.2 threshold — no drift retraining triggered. Next scheduled validation: 01 Aug 2026.
W21 · LAW ENFORCEMENT & COURT REQUESTS
LEA request register
HANDLING PROTOCOL
1 · Log & verify issuing authority
2 · Legal review — scope & validity
3 · Freeze / retrieve within mandated window
4 · Compliance Head sign-off on response
5 · Archive under legal hold (no purge)
2 · Legal review — scope & validity
3 · Freeze / retrieve within mandated window
4 · Compliance Head sign-off on response
5 · Archive under legal hold (no purge)
Legal holds
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Records under legal hold are excluded from the 10-year purge cycle until released by Legal
W13 · AUDIT TRAIL
Immutable audit log
W18 · DATA INGESTION & FEED HEALTH
Pipelines & data quality
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BANK API INTEGRATION POINTS
POST /v1/ingest/transactions — CBS batch & API drop
kafka: upi.tx.v1 · rtgs.tx.v1 · card.tx.v1 — real-time streams
GET /v1/screen/:entity — sanctions · PEP · adverse media
POST /v1/filings/finnet — STR / CTR to FIU-IND (mTLS)
GET /v1/audit/extract — signed regulator handover
The demo stream is a drop-in simulator behind this same contract — connect a real CBS via the Administration wizard and live data flows with zero UI changes.
W14 · ADMINISTRATION
Users, connectors & lists
Onboard a bank / branch system
Guided setup: core selection → field mapping → test → shadow-mode go-live
STEP 1 OF 3 · SELECT CORE BANKING SYSTEM
Pre-built adapters ship with field-mapping templates, file-format validators and replay support
STEP 2 OF 3 · FIELD MAPPING · {{ wzCbs }}
151 canonical fields · 148 auto-mapped from the {{ wzCbs }} template · 3 need defaults:
branch_region → ZONE_WEST
scheme_code → RETAIL_DEFAULT
channel_subtype → UNKNOWN
STEP 3 OF 3 · TEST & ACTIVATE · {{ wzCbs }}
Shadow mode runs 7 days in parallel with reconciliation before alerts go live · activation requires Administrator