Detection modules

Ten modules. Six regulatory frameworks.

Every module is wired to its citation. The regulation is the configuration — not a parameter you set, but a structural invariant of how detection works.

10
detection modules
6
regulatory frameworks
15/15
adversarial datasets passed
120
pytest tests passing
Regulatory coverage

Six frameworks. All enforced.

BSA
31 CFR §1020.320
Bank Secrecy Act SAR filing — pattern detection and 30-day window enforcement
Reg E
§205.11
Electronic Fund Transfer Act provisional-credit obligation — 10-business-day clock
OFAC
31 CFR Part 560
SDN list screening and same-day freeze on counterparty match
PCI DSS
v4.0 Req. 10.7
Audit log retention, chain-of-custody, and 12-month governance
Visa VDR
30-day SLA
Stuck-transaction pipeline clearance and VDR report
MC MDR
45-day SLA
Batch reconciliation proof and Mastercard Dispute Resolution report
Module reference

Every detection capability, its citation, and its SLA.

# Module Type Regulatory citation SLA window Consequence of breach
01
Transaction Matching
ISO 8583 multi-leg pairing, suspense auto-resolution, reversal reconciliation
REG Visa VDR / ISO 8583 30 days Network penalty + dispute liability shift
02
Batch Reconciliation
EOD batch proof, discrepancy log, MC MDR 45-day tracking, settlement variance report
REG MC MDR 45 days Chargeback liability shift + network penalty
03
Fee Validation
Interchange audit, network-fee billing proof, dispute-evidence package assembly
COM Contractual SLA Per contract Billing dispute + contractual penalty
04
Funding Validation
Funding-file → GL reconciliation, Reg E provisional-credit window proof, funding-shortfall alert
REG Reg E §205.11 10 business days Mandatory provisional credit + consumer reimbursement
05
Stuck-Transaction Detection
Pipeline-stall detection, card-network VDR-window SLA enforcement, clearing-lag alert
REG Visa VDR 30d 30 days VDR violation + network penalty
06
Reg E Timer
Provisional-credit obligation clock, 10-business-day enforcement, consumer-notice trigger
REG Reg E §205.11 10 business days Mandatory provisional credit + regulatory referral
07
Chargeback Window
Visa 120d / MC 120d chargeback SLA tracking, representment evidence assembly, arbitration-ready package
REG Visa / MC chargeback rules 120 days Liability shift to issuer or merchant
08
SAR Trigger
Transaction-pattern SAR threshold detection, BSA filing-window alerts, FinCEN filing-package assembly
REG BSA 31 CFR §1020.320 30 days Criminal exposure + FinCEN civil penalty up to $25K/day
09
OFAC Screening
Real-time SDN + Part 560 counterparty match, same-day freeze trigger, OFAC notice package
REG OFAC 31 CFR Part 560 Immediate Civil penalty up to $311K/violation + criminal referral
10
PCI Retention
Card-data retention window governance, log chain-of-custody, Req. 10.7 audit trail, 12-month calendar
REG PCI DSS v4.0 Req. 10.7 12 months Card-brand fine + loss of merchant/issuer privilege
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See the connectors that feed these modules.

22 backoffice connectors across core banking, processing, compliance, ERP, CRM, and ITSM systems.