Loan Origination System (LOS)

Capture, verify, decide, document, disburse. A lead arrives from a channel partner, an app or a branch. Identity and income are verified, in India usually against KYC, bureau and account aggregator data. A decision engine applies eligibility and pricing policy and either approves, declines or refers the file to a credit officer. Conditions are attached and cleared. The agreement is generated and signed, security is created and registered where the product needs it, and the money moves. The loan is then booked, which is where the LOS stops.

At booking. The LOS produces an approved, documented, funded loan and hands over the terms: principal, rate, tenor, schedule basis, charges and security. From that moment the LMS owns the balance and every event that follows. The boundary matters because the two systems are tuned for opposite things. Origination is measured on conversion and time to decision, and it can afford to re-run a decision. Servicing is measured on accuracy and auditability, and it cannot afford to restate a ledger.

Some vendors sell a single suite covering both, and for a small or single-product book that can be the right call: one contract, one data model, one integration to maintain. The trade-off shows up later. Origination and servicing get rebuilt on different clocks, because conversion pressure and audit pressure do not arrive at the same time, and a suite tends to move at the speed of whichever half is being worked on. Larger lenders more often run a specialist system on each side and treat the booking handover as a contract between them. Neither shape is wrong. What matters is that the handover is explicit, because an ambiguous boundary is where loan data quietly diverges.

Not today. Lokta is the agentic loan servicing platform, and for this cycle the work is post-approval: servicing, monitoring and early warning, collections, and recovery. Lokta picks up after origination has handed the loan over, and connects to whatever origination stack a lender already has. The term is defined here because anyone comparing an LOS against an LMS needs the distinction, not because it names something Lokta sells.