Use case #0002

Impact Assessment Automation: How AI Scores Regulatory Change Severity

Not all regulatory changes are equal. An amendment clarifying a reporting date format is not the same as a new master direction that restructures the entire collections and recovery framework. A compliance team that treats every circular with the same urgency treats every circular with insufficient urgency for some and excessive urgency for others. The Regulatory Monitor AI scores every change on a consistent severity framework — so the compliance team knows instantly which ones need the MD on the phone and which ones need an entry in the register.

Not all regulatory changes are equal. An amendment clarifying a reporting date format is not the same as a new master direction that restructures the entire collections and recovery framework. A compliance team that treats every circular with the same urgency treats every circular with insufficient urgency for some and excessive urgency for others. The Regulatory Monitor AI scores every change on a consistent severity framework — so the compliance team knows instantly which ones need the MD on the phone and which ones need an entry in the register.

Why Severity Scoring Is the Foundation of Regulatory Prioritisation

In a typical week, the Regulatory Monitor AI may ingest 6 to 8 regulatory communications from various authorities. Of these, perhaps 2 require immediate action before month-end. Two more require policy updates within 90 days. Three are informational — they monitor a trend or consult on a future change. And one may be a clarification of an existing rule that requires no action whatsoever.

Without a severity scoring framework, the compliance team must make these priority judgements individually for each circular — a process that is time-consuming, inconsistent between team members, and prone to the bias of whichever circular was read most recently or most visibly. With a severity score, the team sees immediately which changes need the Board's attention, which need functional heads, and which can be handled by the compliance team's standard workflow.

"Every compliance team has a finite amount of attention. The severity score tells them where to spend it — not by reducing rigour on low-severity changes, but by ensuring that high-severity changes receive the attention they demand before anything else."

The Severity Score: 7 Dimensions, One Number, One Decision Tier

Severity Assessment — RBI/2025-26/84 · NBFC Collections FPC Amendment
Assessed Nov 07, 2025 · Within 2.5 hours of publication
Severity Score 78/100 High severity — Board notification required
Decision Tier Tier 1 MD + CCO + Board Risk Committee
Compliance Window 24 days Effective December 1, 2025
Process Impact 6 functions Collections, Tech, Legal, HR, Compliance, Grievance
Severity Dimension Scores (7 weighted dimensions → composite score 78)
Operational Disruption
IVR and all collection channels require immediate change
18/20
Compliance Window
24 days — shorter than average (typical 60–90 days)
13/20
Penalty Exposure
FPC breach — supervisory risk, potential monetary penalty
15/20
Technology Change Required
IVR platform + auto-dialler + WhatsApp template changes
11/15
Staff Training Obligation
All collection agents and recovery partners
9/15
Record-Keeping Obligation
3-year call log retention — storage and system config
8/10
Borrower Complaint Risk
Non-disclosure could generate borrower complaints to RBI
4/10

The Severity Scale: 4 Tiers, Defined Escalation Paths

Score Band Severity Tier Decision Authority Response Timeline Board Notification Examples
85–100 Critical MD + Board + CCO Action plan within 24 hours Emergency Board notification required New capital adequacy norms; fundamental change to business model eligibility
65–84 High CCO + All Function Heads Action plan within 72 hours Board Risk Committee at next meeting This circular (score 78); major KYC change; new NPA classification rule
40–64 Moderate CCO + Relevant Function Head Action plan within 1 week Quarterly board compliance report Reporting format change; minor policy clarification with process impact
Below 40 Low Compliance team Register update within 2 weeks Annual compliance report Definitional clarification; advisory note; FAQ publication

The Portfolio of Circulars: How the AI Scores Multiple Changes Simultaneously

The severity scoring framework is not applied to one circular in isolation. It is applied to every circular ingested by the Regulatory Monitor AI, producing a running priority-ranked list of all open regulatory changes across every applicable authority. The compliance team's dashboard shows — at any moment — the full stack of pending regulatory obligations ranked by severity, with their deadlines, their completion status, and the functions responsible for each.

This portfolio view is what transforms compliance from a reactive fire-fighting function into a managed programme. A compliance team that can see 18 open regulatory changes simultaneously, ranked by severity, with their completion status and deadline proximity, is a team that can plan its work, allocate its capacity, and give the Board an honest picture of compliance programme health — not just the emergency on today's agenda.

7Scoring dimensions per circular — operational disruption through borrower complaint risk
4Escalation tiers — Critical (85+) through Low (below 40) with defined decision authorities
2.5hrsSeverity score produced after circular publication — before the compliance team's first meeting
PortfolioAll open changes scored and ranked simultaneously — full compliance programme visibility

The Severity Score Is Not a Risk Reduction — It Is an Attention Allocation Tool

A compliance team that spends equal time on a date-format clarification and a fundamental FPC amendment is not being thorough — it is being inefficient in a way that creates risk. The severity score ensures that when a circular scores 78, the MD is briefed that day, the function heads have action plans the next day, and the Board is notified at the next committee meeting. And when a circular scores 28, it goes into the register, gets updated in the compliance programme, and receives the attention it deserves — proportionate, not panicked. That proportionality, consistently applied across every circular, is what a well-governed compliance function looks like from the outside.

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