What a PMLA Inspection Actually Examines
PMLA inspection teams evaluate compliance across six core obligation categories. First, the institution's KYC framework — whether every customer was properly verified at onboarding and periodically re-verified. Second, transaction monitoring — whether an adequate monitoring programme exists and produces meaningful alerts rather than threshold-driven noise. Third, STR filing — whether suspicious transactions were reported on time, completely, and with genuine analytical substance. Fourth, record retention — whether KYC documents, transaction records, and STR filings are maintained for the mandatory 5-year period and are retrievable on demand. Fifth, the internal AML framework — whether the institution has a functioning AML policy, a designated Principal Officer, and an adequately resourced compliance function. Sixth, staff training — whether all relevant staff are trained on AML obligations and whether that training is documented.
The KYC/AML AI generates and maintains the evidence of compliance across all six categories — not retrospectively for inspections, but continuously as the ordinary output of the AML programme. An institution running the KYC/AML AI does not prepare for a PMLA inspection — it is always prepared.
The PMLA Obligation Matrix — Mapped to KYC AI Outputs
| PMLA Obligation | Legal Reference | What Is Required | KYC AI Output | Satisfied? |
|---|---|---|---|---|
| Customer Due Diligence (CDD) | PMLA 12 / RBI KYC MD | Verify identity of every customer at onboarding using OVDs; collect beneficial owner information; classify customer risk | Automated identity verification log; beneficial ownership declaration; risk classification at onboarding — all timestamped | ✓ Automated |
| Periodic KYC Review | PMLA 12 / RBI KYC MD 38 | Re-verify customer KYC at defined intervals: High risk — 2 years, Medium — 8 years, Low — 10 years | Review calendar auto-generated at onboarding; upcoming reviews listed; overdue reviews escalated to compliance team | ✓ Automated |
| Transaction Monitoring | PMLA 12(1)(b) | Monitor all transactions to detect suspicious activity; maintain adequate alert management; document review of alerts | Continuous monitoring across 6 alert categories; every alert documented with trigger rule, evidence, and disposition decision | ✓ Automated + MLRO |
| STR Filing to FIU-IND | PMLA 12(1)(b) / Rule 7 | File STR within 7 working days of becoming aware of suspicion; include complete transaction details and suspicion basis | STR auto-drafted within 24 hours of confirmed alert; MLRO review logged; filing timestamped through FIU-IND portal | ✓ Automated + MLRO |
| Cash Transaction Reports (CTR) | PMLA 12 / Rule 7(1)(a) | File CTR for every cash transaction above ₹10 lakh — by the 15th of the following month | Automatic detection and CTR generation for all qualifying cash transactions; filed by the 10th to provide compliance buffer | ✓ Automated |
| Record Retention — 5 Years | PMLA 12(2) | Maintain all KYC records, transaction records, and STR filings for minimum 5 years from cessation of relationship | All records stored with customer lifecycle tracking; retention expiry date set at onboarding; auto-archival with retrieval reference | ✓ Automated |
| Cross-Border Wire Monitoring | PMLA / FEMA provisions | Enhanced monitoring for international transfers; SWIFT message screening; FATF high-risk jurisdiction flagging | All incoming/outgoing international transfers screened against FATF lists; high-risk jurisdiction alerts generated automatically | ✓ Automated |
| Staff AML Training | RBI KYC MD 57 | All staff dealing with customers trained on AML obligations; training documented; refresher training annually | Training completion records maintained per staff member; upcoming refresher alerts; gaps flagged to HR for mandatory follow-up | ✓ Tracked |
The Per-Customer Audit Trail: From Onboarding to Today
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The Inspection Package the AI Produces in 2 Hours
When a PMLA inspection team arrives, the KYC/AML AI generates a complete inspection package within 2 hours of the request. The package contains: the institution's complete KYC framework documentation; the transaction monitoring policy and alert rule library with thresholds and rationale; the complete STR filing register for the inspection period with filing dates and FIU-IND acknowledgements; the CTR filing register; the customer risk classification matrix with periodic review schedules; evidence of staff AML training completion; and the Principal Officer appointment letter and AML committee meeting minutes.
For any customer or transaction the inspection team wishes to examine in detail, the per-customer audit trail — as illustrated above — is retrievable instantly, with every action timestamped and every document linked. The institution does not retrieve records for inspection. It exports records that were maintained inspection-ready as the standard output of every working day.
PMLA Compliance Is Not a Periodic Exercise — It Is the Daily Output of a Functioning AML Programme
The institution that scrambles to reconstruct its AML compliance evidence before an inspection is not running a PMLA-compliant programme — it is running a programme that was designed for normal operations and retrofitted for regulatory scrutiny. The difference is not subtle; experienced inspectors recognise it immediately. The KYC/AML AI produces compliance evidence as the automatic, continuous output of normal operations — so that when an inspector arrives, the institution's response is not preparation but retrieval. That distinction is the difference between a clean inspection and an enforcement action.