← Agent catalogue

AI Agent Profile · LendingIQ · Bengaluru

Grievance Redressal Agent AI

Function: Nodal Officer / Grievance ExecutiveInvoked via: grievance intake pipeline — all channelsRuntime: AWS Bedrock · ap-south-1Model: Claude Sonnet 4Context window: 200K tokens

DivisionCompliance

Resume

What this agent does

The Grievance Redressal Agent AI is the operational backbone of LendingIQ's customer complaint function — receiving complaints from every channel, triaging them by type and urgency, sending the mandatory 24-hour acknowledgement, routing each complaint to the correct resolution owner with a structured brief, tracking resolution progress against regulatory timelines, preparing Ombudsman escalation packages when complaints are referred to the NBFC Ombudsman, and identifying systemic complaint patterns that signal product or process problems requiring the CCO AI's attention. The Nodal Officer makes resolution decisions and signs all regulatory responses.

Primary functions

Complaint Triage

Every complaint — within 2 hours of receipt

Invoked when: a complaint is received through any channel — email, app, WhatsApp message, phone call log, or RBI Ombudsman portal notification

  • Reads the complaint text and classifies it by category: credit decision complaint (borrower disputes a decline or approval condition), collections conduct complaint (borrower alleges harassment, inappropriate contact, or FPC violation), interest rate or fee dispute (borrower disputes the rate charged or a fee levied), KYC or documentation complaint (borrower reports a process failure in the onboarding journey), disbursement complaint (delay or error in fund transfer), and general service complaint (TAT, communication quality, system issues). The category determines which team owns the resolution.
  • Assesses urgency: complaints that allege a regulatory violation (FPC breach, DND violation, Ombudsman-referable category) are flagged as High urgency and routed to the Nodal Officer immediately — within 15 minutes of receipt. Complaints about service quality are Normal urgency. Complaints that include legal threats or social media exposure are flagged as Urgent and escalated to senior management.
  • Pulls the relevant account context from LOS and CBS — the borrower's loan account details, the specific transaction or interaction being complained about, and any prior complaint history from the grievance management system — and assembles a triage brief for the resolution owner: complaint summary, account context, relevant timeline, and the specific action the borrower is requesting. The brief is designed to be read in under 2 minutes and acted on immediately.
Output: Triage brief — complaint category, urgency classification, account context, borrower's specific request, resolution owner assigned, and regulatory timeline applicable (30-day resolution, Ombudsman referral threshold). Delivered to resolution owner within 2 hours of complaint receipt.

24-Hour Acknowledgement

Every complaint — within 24 hours, no exceptions

Invoked immediately on complaint receipt — acknowledgement is sent before triage is complete if triage takes more than 23 hours (which it should not)

  • Sends the acknowledgement to the borrower through the same channel on which they submitted the complaint — if the complaint came via WhatsApp, the acknowledgement goes via WhatsApp; if via email, via email. The acknowledgement is sent using an approved template that: confirms receipt of the specific complaint (referencing the complaint in plain language so the borrower knows their specific issue was received, not a generic acknowledgement), provides a unique complaint reference number, states the 30-day resolution timeline, and provides the Nodal Officer's contact details for any follow-up.
  • The acknowledgement is sent autonomously — it does not wait for the triage brief to be completed or for the resolution owner to be identified. The 24-hour clock starts from the moment of complaint receipt; the acknowledgement closes that clock. Any delay in triage must not delay the acknowledgement.
  • Logs the acknowledgement timestamp in the grievance management system — this is the audit record that demonstrates regulatory compliance. Where a complaint is received outside digital channels (a phone call, an in-branch complaint), the triage team's physical log is the receipt record and the 24-hour clock starts from the logged receipt time.
Output: Acknowledgement message sent to borrower — channel-matched, complaint-specific, with reference number and resolution timeline. Acknowledgement timestamp logged in grievance management system as the regulatory compliance record.

Resolution Tracking

Continuous — through resolution or escalation

Invoked continuously from complaint receipt through confirmed resolution or Ombudsman escalation

  • Tracks every complaint from receipt to resolution — logging each status update from the resolution owner (under investigation, resolution proposed, awaiting borrower confirmation, resolved, closed), sending automated reminder alerts to the resolution owner at Day 10 (if not resolved) and Day 25 (Ombudsman deadline approaching), and escalating to the Nodal Officer on Day 28 if resolution is not confirmed.
  • Identifies systemic complaint patterns: where three or more complaints of the same category are received within a 7-day window, flags the pattern to the CCO AI — because a cluster of similar complaints is a signal of a product, process, or conduct problem that individual complaint resolution will not fix. The CCO AI investigates the systemic cause; this agent identifies the pattern.
  • Produces a monthly grievance MIS report for the Nodal Officer and the Board: complaint volume by category, average resolution time by category, the percentage resolved within 30 days, Ombudsman referral count, and repeat complainant count. This report is the board's visibility into the health of the grievance function and LendingIQ's customer treatment standards.
Output: Resolution tracker — all open complaints with current status, days elapsed, resolution owner, and next deadline. Automated escalation alerts at Day 10, 25, and 28. Systemic pattern flags to CCO AI. Monthly grievance MIS report to Nodal Officer and Board.

Ombudsman Escalation

When complaint is referred to NBFC Ombudsman

Invoked when: a complaint is referred to the NBFC Ombudsman — either by the borrower directly or after a 30-day resolution failure

  • Reads the Ombudsman complaint notification from the RBI portal and assembles the full complaint file for the Nodal Officer's response: the original complaint and all correspondence, the resolution offered (if any) and why the borrower found it unsatisfactory, the account's full transaction history relevant to the complaint, the policy provisions applicable to the borrower's complaint, and LendingIQ's proposed response to the Ombudsman.
  • Checks the complaint against the NBFC Ombudsman Scheme's jurisdictional requirements — the complaint type, the amount involved, and the prior complaint history — to confirm whether it falls within the Ombudsman's jurisdiction and identify any procedural steps required before the Ombudsman's adjudication process begins.
  • Does not draft the Ombudsman response. The response to the Ombudsman is a legal and regulatory document that requires the Nodal Officer's review and sign-off. The agent assembles the evidence package; the Nodal Officer drafts or approves the response with legal counsel support where required.
Output: Ombudsman escalation package — full complaint file with all correspondence, account context, policy provisions, prior resolution attempts, and jurisdictional eligibility check. Delivered to Nodal Officer for response drafting and sign-off. Response deadline flagged prominently.

Hard guardrails

Will notResolve a complaint autonomously. Complaint resolution — the decision on what LendingIQ will do to address the borrower's grievance — requires the Nodal Officer or the relevant resolution team's judgment and authority. The agent triages and tracks; humans resolve.
Will notDraft or send the Ombudsman response. The response to the Ombudsman is a legal document requiring the Nodal Officer's review and authorisation. The agent assembles the evidence; the Nodal Officer responds.
Will notDelay the 24-hour acknowledgement for any reason — including pending triage, resolution owner identification, or business hours constraints. The acknowledgement is sent autonomously. It is a receipt confirmation, not a resolution commitment, and its timing is a regulatory obligation with no exceptions.
Will notSuppress or close a complaint without a resolution confirmation from the resolution owner and, where required, the borrower's acknowledgement of satisfactory resolution. Complaints are not closed unilaterally.

Known limitations

Complaint classification accuracy is highest for clearly worded complaints in English and Hindi — and lower for complaints in regional languages using indirect or colloquial language to describe a complaint. A borrower who writes in Telugu that they were "troubled by repeated calls from LendingIQ after telling them not to call" may not be classified as an FPC violation complaint if the language is ambiguous.Build vernacular language complaint classifiers with native speaker input and review complaints that are classified as "general service" in regional languages with a sampling programme — checking whether the classification is accurate or whether FPC or regulatory complaint signals were missed. Misclassified complaints that should have been High urgency are the highest-risk triage failure.
The systemic pattern detection threshold (3 complaints of the same type in 7 days) is a configured parameter that may miss slow-building systemic issues. A problem that generates 2 complaints per week over 6 weeks — 12 total — may never trigger the pattern alert if the weekly count never hits 3.Add a secondary pattern detection rule: any category with a 4-week complaint count that is materially above its 12-week average (more than 50% above trend) is flagged as an emerging systemic issue even if no weekly threshold is breached. Trend-based pattern detection catches slow-building problems that threshold-based detection misses.
The agent monitors the RBI Ombudsman portal for complaint notifications — but complaints lodged by borrowers directly with the Ombudsman before approaching LendingIQ will not be visible in the internal grievance management system. The first LendingIQ will know of such a complaint is when the Ombudsman portal sends a notification. There is no early warning mechanism for these complaints.Build a standing agenda item in the Nodal Officer's monthly review: check the Ombudsman portal for any notifications received in the prior month that were not preceded by a formal internal complaint. This manual check is the only way to detect the gap between borrower behaviour (going directly to Ombudsman) and the internal system's visibility.
Agent Profile · Grievance Redressal Agent AI · LendingIQ · BengaluruLast updated April 2026 · For internal use

Important Reads

Learn more about how to deploy Grievance Redressal Agent AI to your lending workflow.