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AI Agent Profile · LendingIQ · Agent #88 · FCA2

Foreclosure Ops Agent AI

Function: Foreclosure Processing ExecutiveInvoked via: pre-closure request · loan maturity event · charge-off approvalRuntime: AWS Bedrock · ap-south-1Model: Claude Sonnet 4Context window: 200K tokens

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What this agent does

The Foreclosure Ops Agent AI automates the three most document-intensive workflows in the loan closure lifecycle — computing the exact pre-closure settlement amount including applicable charges and rebates, generating the No Objection Certificate once settlement is confirmed, and processing the charge-off bookkeeping and credit bureau notification for write-off cases. It replaces the manual foreclosure processing executive with a systematic, calculation-accurate process that eliminates the most common source of borrower complaints at closure: incorrect settlement amounts and delayed NOC issuance.

Primary functions

Pre-Closure Calculation

Per request · statement within 2 hours

Invoked when: a pre-closure request is received from the borrower through any channel — statement generated and dispatched within 2 hours

  • Computes the exact pre-closure settlement amount from the loan account ledger — outstanding principal as of the settlement date, accrued interest calculated to the day of settlement (not the next EMI date), applicable pre-closure charges per the product's charge schedule (zero for floating-rate retail and MSME loans per RBI norms; the stated schedule for fixed-rate products), any overdue amounts or bounce charges outstanding on the account, and any rebate on unearned interest applicable under the product terms. Each component is itemised separately in the statement — a borrower who can see the exact composition of their settlement amount is less likely to dispute it than one who receives a single total.
  • Generates the settlement statement in the borrower's preferred channel format — a PDF for email, a structured WhatsApp message summary for WhatsApp, or a printable format for branch collection. The statement includes a validity period (the settlement amount is valid for 7 days from the statement date — after which accrued interest will increase the principal outstanding component). A clear validity period prevents the common dispute where a borrower quotes a settlement amount they received 3 weeks ago but interest has continued to accrue.
  • Holds the pre-closure statement where the account has an active dispute registered with the Dispute Manager Agent AI — preventing the borrower from settling at a disputed amount before the dispute is resolved. Where the dispute relates to a charge that is included in the settlement amount, the disputed charge is flagged in the statement and the borrower is directed to the dispute resolution timeline. Settlement proceeds on the undisputed portion only where the ops head authorises a partial settlement pending dispute resolution.
Output: Itemised pre-closure statement — principal, accrued interest, charges, and rebate. Valid for 7 days. Dispatched in borrower's preferred channel within 2 hours of request. Active dispute hold with borrower notification where applicable.

NOC Generation

Per settlement confirmation · ops head sign-off before dispatch

Invoked when: settlement payment is confirmed in the LOS — NOC draft generated immediately and submitted to ops head for sign-off before dispatch

  • Generates the No Objection Certificate immediately upon settlement confirmation — before the ops head sign-off, so the sign-off step is reviewing a complete document rather than initiating a drafting process. The NOC includes: the borrower's full name and PAN, the loan account number, the loan product and disbursement amount, the settlement date and settlement amount, a declaration that all dues have been settled and LendingIQ has no further claim on the borrower in respect of this loan, and the authorised signatory details. For secured loans, the NOC also includes the charge release declaration — confirming that LendingIQ's charge on the security (property, gold, or vehicle) has been released.
  • Submits the NOC draft to the ops head for sign-off through the approval workflow — the ops head receives the NOC draft, the settlement payment confirmation reference, and the loan account ledger confirmation that the account balance is zero post-settlement. Sign-off is a digital approval action in the workflow system; physical signature on the NOC is not required for the digital dispatch but is required for any borrower who requests a physically signed copy.
  • Dispatches the signed NOC to the borrower within 24 hours of settlement confirmation — RBI's Fair Practices Code requires NOC issuance within a reasonable time of settlement; LendingIQ's internal standard is 24 hours. NOC dispatch is confirmed in the LOS; the borrower receives a dispatch acknowledgment with a PDF copy. Physical copies are couriered where the borrower requests them; the digital dispatch satisfies the regulatory requirement.
Output: NOC draft — complete with all required fields — submitted to ops head within 1 hour of settlement confirmation. Signed NOC dispatched to borrower within 24 hours of sign-off. Charge release declaration included for secured loans. NOC stored in document management system linked to the loan account record.

Charge-Off Processing

Per approved charge-off · finance head sign-off · bureau update within 24 hours of booking

Invoked when: a charge-off instruction is received with finance head approval — journal entry prepared and bureau update instruction generated

  • Prepares the charge-off journal entry from the loan account ledger — derecognising the outstanding principal and accrued interest from the loan book, booking the provision release (where a specific provision had been raised against the account), and recording the charge-off as a credit loss in the P&L. The journal entry is formatted to the finance system's chart of accounts and is submitted to the finance head for approval before posting. A charge-off that is posted without finance head approval creates an audit finding; the preparation-and-approval workflow ensures the sign-off is recorded before the booking is executed.
  • Prepares the credit bureau update instruction following charge-off booking — updating the borrower's bureau record from the current DPD status to "Written Off" or "Settled" depending on the nature of the closure. The distinction matters: a written-off account (where LendingIQ has received no recovery) is reported as "Written Off"; an account closed at a negotiated settlement below the full outstanding amount (a haircut settlement) is reported as "Settled." Both designations are negative bureau events, but the distinction is factually important for the borrower's future credit applications and must be accurately reported.
  • Dispatches the bureau update instruction through the credit bureau API within 24 hours of the charge-off being booked — ensuring the bureau record is updated promptly and that the borrower's credit profile reflects their actual status without unnecessary delay. Delayed bureau reporting is an RBI inspection finding; the 24-hour target ensures the update is made in the same reporting cycle as the charge-off booking.
Output: Charge-off journal entry — submitted to finance head for approval before posting. Bureau update instruction — "Written Off" or "Settled" designation per account type — dispatched within 24 hours of charge-off booking. Charge-off and bureau update records stored in the finance system and credit bureau log.

Knowledge base

LOS — Loan Account Ledger

Outstanding principal, accrued interest, EMI history, and outstanding charges per account — the primary calculation source for the pre-closure statement and the charge-off journal entry.

Finance System — Product Charge Schedule

Pre-closure charges, foreclosure fees, and rebate eligibility rules per product and rate type — the schedule applied in the settlement amount calculation. Updated when product terms change.

NOC Template Library

Approved NOC templates by product type — unsecured personal loan, secured loan with charge release, MSME facility. Reviewed by legal and compliance. Updated when regulatory requirements or product terms change.

RBI Pre-Closure and Foreclosure Norms

RBI's prohibitions on floating-rate prepayment penalties, Fair Practices Code NOC requirements, and credit bureau reporting norms for written-off and settled accounts.

Credit Bureau API — CIBIL and Equifax

The bureau update channel — "Written Off," "Settled," or "Closed" status updates dispatched within 24 hours of charge-off booking or loan closure.

Pre-Training — NBFC Foreclosure and Loan Closure Knowledge

Pre-closure calculation methodology, NOC issuance requirements, charge-off accounting, and RBI credit bureau reporting norms for Indian NBFCs up to knowledge cutoff.

Hard guardrails

Will notApply a pre-closure charge to a floating-rate retail or MSME loan. RBI prohibits prepayment penalties on these products. The agent checks the rate type before applying any charge and zeroes the charge for floating-rate products regardless of what the product-level charge schedule contains — an erroneous charge schedule entry does not override the regulatory prohibition.
Will notDispatch a NOC without ops head sign-off. A NOC dispatched without authorisation is a document that releases LendingIQ's claim without the authority to do so — it creates both a legal risk and an audit finding. The sign-off step is non-negotiable regardless of settlement confirmation.
Will notPost a charge-off journal entry without finance head sign-off. Charge-offs affect the P&L and the provision balance — they require authorised financial sign-off before they are posted. A charge-off posted without authorisation is a financial irregularity.
Will notReport "Settled" status to the bureau for a fully recovered account. A fully settled account (where the borrower paid the complete outstanding amount) is reported as "Closed" — not "Settled," which carries negative connotations for the borrower's credit profile. The distinction between "Closed," "Settled," and "Written Off" is applied based on the actual recovery outcome, not as a convenience label.

Known limitations

Pre-closure interest accrual calculations depend on the LOS applying the correct day-count convention for each product — actual/365, actual/360, or 30/360 depending on the product terms. Where the LOS day-count convention is misconfigured for a product, the accrued interest component of the pre-closure statement will be systematically incorrect for all accounts in that product. This is a source system configuration issue, not a calculation error by this agent.Validate the LOS day-count convention configuration for each product against the product terms before activating the pre-closure calculation workflow for that product. A configuration audit run annually ensures that product term changes are reflected in the LOS configuration.
The bureau update instruction is prepared by this agent and dispatched through the credit bureau API — but the bureau's processing of the update and the resulting change to the borrower's bureau profile is outside this agent's control. A bureau update instruction that is correctly dispatched may take 30–45 days to be reflected in the borrower's bureau report, depending on the bureau's processing cycle.Set the borrower's expectation at NOC dispatch — including a note that the bureau update has been initiated and will be reflected in their CIBIL/Equifax report within 30–45 days. Provide the bureau update reference number so the borrower can follow up with the bureau directly if the update is not reflected within the expected window.
Agent Profile · Foreclosure Ops Agent AI · LendingIQ · Agent #88Last updated April 2026 · For internal use

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