A settlement offer that waives too little is rejected by the borrower, who then moves to the Ombudsman or a court, extending the recovery timeline by 18 months and increasing the institution's legal cost by ₹2–4 lakhs. A settlement offer that waives too much recovers less than the institution's own legal enforcement would have recovered — gifting value to the borrower at the institution's expense. The Settlement Agent AI computes the exact waiver band that maximises expected recovery: the minimum waiver that converts the borrower from non-performing to settling, and the maximum waiver the institution can offer without impairing recovery relative to its next-best enforcement option.
The settlement decision is an economic calculation — not a generosity decision
Settlements and waivers in retail lending are not acts of goodwill — they are financial decisions made when the expected value of settlement exceeds the expected value of continued enforcement. A borrower who owes ₹64 lakhs (principal ₹42L + accrued interest ₹22L) and has collateral worth ₹28L at forced-sale value, with a legal track that will take 3 years and cost ₹3L in legal fees, has a realistically recoverable value through enforcement of approximately ₹25L after costs and time discounting. If the same borrower is willing to pay ₹32L immediately in settlement, the settlement is economically superior — the institution recovers ₹32L in 30 days rather than ₹25L in 36 months. The waiver of ₹32L is not a loss — it is the recognition that ₹32L today outperforms ₹25L in 36 months on any discount rate.
The Settlement Agent AI makes this calculation explicitly for every settlement proposal, comparing the settlement amount against the recovery trajectory under every available enforcement option, and approving the settlement if — and only if — the present value of the settlement exceeds the expected recovery value under continued enforcement.
The waiver eligibility calculation: a worked example
The waiver policy matrix: maximum waivers by asset classification
| IRACP Classification | DPD Range | Max Interest Waiver | Max Penal Waiver | Max Principal Waiver | Approval Authority |
|---|---|---|---|---|---|
| Standard — Watch (DPD 60–89) | 60–89 days | 25% of accrued interest | 100% of penal charges | 0% (no principal waiver) | Settlement AI — auto-approve |
| Sub-Standard (DPD 90–455) | 90–455 days | 40% of accrued interest | 100% of penal charges | 0% (no principal waiver) | Settlement AI — auto-approve up to ₹10L total |
| Doubtful D1 (DPD 456–820) | 456–820 days | 60% of accrued interest | 100% of penal charges | 10% of principal | Credit officer if >₹10L; auto-approve below |
| Doubtful D2 (DPD 821–1,185) | 821–1,185 days | 80% of accrued interest | 100% of penal charges | 20% of principal | Credit officer mandatory; Board >₹1Cr total exposure |
| Doubtful D3 (DPD >1,185) | >1,185 days | 100% of accrued interest | 100% of penal charges | Up to 40% of principal | Credit committee mandatory; Board >₹50L settlement amount |
| Loss (identified loss asset) | Any | 100% of accrued interest | 100% of penal charges | Up to 60% of principal | Credit committee + MD for any settlement |
The three components of any settlement waiver — and what can and cannot be waived
Every settlement offer has three potential waiver components that the Settlement Agent AI computes separately. Penal charges and fees — the most liberal waiver category. In almost all settlement cases, the full penal charge balance is waived. Penal charges were designed to incentivise timely payment — at the settlement stage, the incentive function has long since failed, and the charges serve only to make the settlement economically inaccessible. Waiving them costs the institution very little (penal charges were unlikely to be recovered in enforcement anyway) and makes the settlement mathematically accessible to the borrower.
Accrued interest — the second waiver component. The proportion of accrued interest that can be waived increases with the classification level, from 25% for a watch-list account to 100% for a D3 or Loss account. The rationale: at D3, the interest has been accruing for over three years on an account that has not paid — the likelihood of recovering that interest through enforcement is effectively zero. Treating interest as uncollectible and offering it as a waiver converts it from an unrecoverable accounting entry into the mechanism that makes the settlement acceptable to the borrower.
Principal — the most constrained waiver component. Principal waiver is only available for D1 and deeper classifications, and is explicitly prohibited for accounts in Sub-Standard or above. The institution has fiduciary obligations to its depositors and investors — waiving principal below the amount actually lent has direct P&L impact that interest waivers do not, since principal waiver reduces the recoverable amount below the original disbursement. Any principal waiver above 10% triggers credit officer approval regardless of the total settlement amount.
A settlement that recovers less than enforcement is charity. A settlement that recovers more is treasury management.
The Settlement Agent AI does not approve settlements because the borrower's situation is sympathetic — it approves settlements because the expected recovery value exceeds the enforcement alternative. Bharat Agro's ₹31L settlement is approved not because the business is struggling (which it is) but because ₹31L today outperforms ₹16.7L in 36 months on the institution's cost of capital. The institution that settles below the enforcement NPV has given something away. The institution that settles above it has made a rational decision about the economics of credit recovery — and the Settlement AI ensures that every settlement is the second kind.