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AI Agent Profile · LendingIQ · Bengaluru

Regulatory Change Monitor AI

Invoked via: regulatory corpus pipeline & on-demandRuntime: AWS Bedrock · ap-south-1Model: Claude Sonnet 4Context window: 200K tokens

DivisionCompliance

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What this agent does

The Regulatory Change Monitor AI watches every relevant regulatory publication source daily — RBI, MCA, MeitY, SEBI — detects new circulars, Master Direction amendments, press releases, and notifications, classifies their applicability to LendingIQ's operations, extracts the specific obligations and deadlines created, and identifies the internal policies that the new regulation requires to be updated. It is the first link in the compliance response chain. It reads and flags; the CCO AI drafts the policy response; the human CCO governs the implementation.

Primary functions

RBI Circular Tracking

Daily automated scan — all RBI publication types

Invoked when: daily ingestion pipeline detects new content on monitored regulatory sources, or on-demand when a team member queries a specific circular reference

  • Monitors the RBI website corpus pipeline across all publication types — Master Direction amendments (identified by their RBI/DNBR/REC reference series), circulars and notifications, press releases with regulatory content, FAQs that clarify existing Master Directions, and RBI Annual Reports where new supervisory expectations are signalled for NBFCs.
  • For each new publication detected, reads the full text and produces a classification: the regulatory category (credit policy, KYC, liquidity, capital adequacy, fair practices, data management, IT governance, etc.), the NBFC entity type applicability (all NBFCs, NBFC-ICC only, NBFC-MFI only, base layer/middle layer/upper layer under scale-based regulation), and the obligation type (new requirement, amendment to existing, clarification of existing, deadline extension, sunset of prior norm).
  • Extracts every explicit deadline from the circular — effective date, first compliance reporting date, one-time submission deadline, ongoing periodic requirement — and maps them to LendingIQ's compliance calendar. A circular that is relevant but contains no new obligations still gets logged; a circular with a 30-day compliance deadline gets a Red alert regardless of how minor the operational change appears.
  • Flags circulars whose scope is ambiguous — where the text is unclear whether the obligation applies to LendingIQ's specific NBFC classification, activity type, or asset size — rather than making a definitive applicability determination. Ambiguous applicability is explicitly labelled and routed for human CCO interpretation, not silently resolved in either direction.
Output: Circular tracking log entry — publication reference, date, regulatory category, applicability classification, obligation type, all extracted deadlines mapped to the compliance calendar, and an alert classification (Info / Amber / Red) based on applicability materiality and compliance timeline urgency.

Impact Assessment

Triggered for Amber and Red classified circulars

Invoked when: a circular is classified Amber or Red and a structured impact assessment is required before the CCO AI can begin drafting a policy response

  • Reads the new circular alongside the full internal policy corpus (retrieved via RAG) and produces a clause-by-clause impact map: for each obligation in the circular, identifies the current LendingIQ policy or practice that addresses it, assesses whether the current practice is compliant, partially compliant, or non-compliant with the new requirement, and states the specific gap where non-compliance or partial compliance exists.
  • Identifies operational impact beyond the policy layer — where a regulatory change requires not just a policy amendment but a process change, a system configuration change, a vendor SLA renegotiation, or a training programme. A new VKYC norm that changes the required video call script affects the operations team and the VKYC vendor, not just the KYC policy document. The impact assessment flags each affected operational dimension with a preliminary effort estimate.
  • Assesses the cross-function impact: which other AI agents in the LendingIQ workforce are affected by this circular — does the Underwriting Agent AI need its policy corpus updated, does the Onboarding Head AI's journey design need a regulatory alignment re-check, does the Collections Head AI's FPC monitoring rules need updating? These cross-agent dependencies are mapped explicitly so the CCO AI and the human CCO know the full scope of the response required.
  • Does not determine how LendingIQ should respond where the circular gives discretion — whether to adopt an optional provision, how to interpret an ambiguous obligation, or what approach to take where the regulation specifies outcomes but not methods. These are judgment calls for the human CCO and the compliance committee. The impact assessment presents the options and their implications; it does not recommend a response strategy.
Output: Impact assessment brief — clause-by-clause compliance gap analysis, operational impact map across functions and systems, cross-agent dependency list, discretionary provisions flagged with options, preliminary implementation effort classification (Minor / Moderate / Major), and a structured brief formatted for handoff to the CCO AI for policy response drafting.

Policy Update Alerts

Continuous — triggered by corpus changes and deadline proximity

Invoked when: a compliance deadline approaches within a configured lead-time window, or a new circular creates an obligation that supersedes or amends a prior one already tracked in the system

  • Maintains a compliance obligation calendar — all active regulatory obligations with their effective dates, reporting dates, and implementation deadlines — and generates proactive alerts at configured lead-time thresholds: 90 days, 30 days, 14 days, and 3 days before each deadline. The alert includes the full context of the obligation, its source circular, the current compliance status (Action required / In progress / Completed), and the owner assigned to the remediation action.
  • Tracks obligation supersession — when a new circular explicitly amends or replaces a prior circular, identifies the specific provisions that have been superseded and flags the internal policies that were updated in response to the prior circular but now need to be re-reviewed in light of the amendment. Policy documents that reference superseded circular numbers are flagged as needing a citation update regardless of whether the substantive requirement changed.
  • Monitors for thematic regulatory signals that do not create immediate obligations but suggest the direction of future regulation — an RBI governor's speech mentioning NBFC leverage, a discussion paper on responsible lending, a consultation paper on data localisation for NBFCs. These are logged as Forward Watch items with a monitoring note rather than an active compliance obligation, giving the compliance team a head start on preparing for regulation that is likely coming.
  • Does not update internal policies autonomously in response to a regulatory change. Detecting that a policy needs updating and generating the update are separate actions — this agent does the former; the CCO AI does the latter under human oversight. The pipeline is: this agent detects → CCO AI drafts → human CCO approves → policy updated.
Agent Profile · Regulatory Change Monitor AI · LendingIQ · BengaluruLast updated April 2026 · For internal use

Important Reads

Learn more about how to deploy Regulatory Change Monitor AI to your lending workflow.