BFSI

Risk & Regulatory Compliance

Compliance teams reconcile data for RBI submissions on a fixed schedule, while business teams work off a separate, often fresher, internal extract — and the two frequently disagree by the time a report is due, forcing a scramble to explain the gap.

FireAI keeps regulatory reporting data continuously reconciled against the operating ledger, ranks KYC/AML alerts by actual risk instead of arrival order, and tracks provisioning and audit-finding closure so compliance leadership isn't finding gaps at the deadline.

RBI Regulatory Reporting Readiness

Regulatory submissions are typically reconciled on a fixed cycle, separate from the data business teams use for day-to-day decisions — which means compliance teams frequently discover a mismatch only when a report is due, leaving little time to investigate.

FireAI keeps a continuously reconciled view of the data feeding regulatory reporting, flagging mismatches between the internal operating ledger and the reporting extract well ahead of submission deadlines, so compliance teams aren't reconciling under deadline pressure.

Regulatory Reporting Readiness Dashboard

Reconciliation Match Rate
98.6% 0.4%
Vs last quarter
Open Mismatches
14 -22%
Vs last quarter
Days to Next Submission
9 0%
Vs last quarter
Records Flagged for Review
312 -15%
Vs last quarter
Reconciliation Match Rate TrendLast 6 cycles, %
025497499
Open Mismatches by CategoryCurrent cycle
Balance FieldClassificationTimingDuplicate

KYC & AML Alert Triage

AML alert-generation systems flag transactions against rules, but they don't rank which alerts most resemble a genuinely escalated case — which means compliance analysts often work alerts in the order they arrived, not the order of actual risk.

FireAI cross-references open alerts against your institution's historical escalation patterns, surfacing which ones share characteristics with previously confirmed cases and which SLA deadlines are closest to breach, so triage becomes risk-ranked instead of first-in-first-out.

Ask FireAI about Alert Triage

See how your team can ask questions in plain language and get instant analytics answers.

e.g. Which open AML alerts are highest priority this week?

Provisioning & Capital Adequacy Monitoring

Provisioning coverage and capital adequacy are typically calculated at month-end close, which means the finance and risk teams only find out about a coverage gap after the reporting window has already closed on that data.

FireAI tracks provisioning coverage against NPA movement continuously, giving risk and finance teams a running view of coverage adequacy ahead of the formal close, instead of a surprise at month-end.

Audit Finding Closure Tracking

Internal and regulatory audit findings usually live in a tracker spreadsheet with owners chasing updates manually — which makes it hard to see which findings are genuinely on track to close versus which are quietly slipping toward the next review cycle.

FireAI consolidates audit findings with their remediation status and target dates, flagging findings at risk of missing closure before the next audit cycle so compliance leadership can intervene early.

Frequently asked questions