Indian P2P Lender

How Technogise helped an Indian P2P lender separate a tightly coupled lending platform, launch partner journeys, and put a short-term bullet loan product into production.

Problem

An Indian peer-to-peer lending platform had built a strong direct lending operation. It connected personal loan borrowers with investors seeking risk-optimised returns, supported automated EMI collection, and used a proprietary credit assessment algorithm.

The market was moving faster through partner-led origination. Competitors were acquiring borrowers at the point of sale through channels such as vehicle retailers and insurance partners. These partners needed loan journeys inside their own operating flows.

The lender could not support that model with its existing architecture.

Its Loan Origination System, Loan Management System, and investment platform were tightly coupled. Exposing origination capabilities to external partners would have created operational and technical risk. Each partner also had different process requirements:

  • Different document types
  • Different verification sequences
  • Different starting points, such as phone number first or Aadhaar first
  • Different expectations for digital onboarding and approval workflows

The platform also lacked a short-term bullet loan product. KYC, credit checks, e-signatures, and eNach flows needed third-party integrations that were either missing or not ready for partner-scale automation.

Manual steps slowed down borrower onboarding and sanctioning. The lender needed a parallel loan origination capability that could work with partners while the live platform continued serving existing customers.

Solution

Technogise was brought in to build a parallel loan origination system and progressively extract origination from the existing platform.

The team started with a 2-week inception. Technogise mapped the loan management system, underwriting processes, verification steps, and cost-of-automation tradeoffs. This helped the lender decide which processes to automate first and where third-party integrations would reduce turnaround time.

The Phase 1 team included:

  • 1 Technogise PM
  • 4 Technogise developers
  • 1 Technogise UX designer
  • 1 Technogise QA
  • 1 client-side QA

The programme also required coordination with a third-party vendor managing the legacy platform.

Architecture approach

Technogise used the strangler fig pattern to extract the Loan Origination System incrementally. This allowed the lender to keep the live platform running while new origination capabilities were built around it.

The architecture introduced partner-facing origination without forcing a full replacement of the legacy system in one step. This reduced delivery risk and allowed the team to validate partner workflows in production.

Core technologies included Java, Spring Boot, React, AWS SQS, and SQL.

Key integrations included:

  • Karza for KYC and identity verification
  • TransUnion CIBIL for credit bureau checks
  • Digio for e-signatures
  • Ingenico/Worldline for eNach
  • 2Factor for communication flows

Phase 1: Partner Portal

The first 9 months focused on a self-service Partner Portal for agents.

The portal allowed partner agents to onboard borrowers digitally and move applications through a structured approval flow. It included:

  • Digital borrower onboarding
  • KYC through Karza
  • Digital document submission
  • E-signatures through Digio
  • Loan eligibility checks
  • Approval workflows

Two partners were successfully onboarded in this phase.

Phase 2: API-first partner framework

The next phase focused on making partner integration more scalable.

Technogise built an API-first framework with a Journey Builder. This allowed partners to embed lending services into their own interfaces and configure borrower journeys based on their process requirements.

The Journey Builder addressed a core business constraint: partners did not follow a single loan application sequence. Some required phone verification first. Others required Aadhaar verification first. Some needed different document sets.

The framework allowed the lender to support these variations without rebuilding the origination flow for every partner.

This phase also added:

  • Infrastructure as code
  • CI/CD pipelines
  • Data security improvements
  • Partner-configurable borrower journeys

Approximately 4 to 5 additional partners were onboarded (to verify).

Phase 3: Bullet Loan product

Technogise then built a 7-day emergency bullet loan product in partnership with a medical insurance provider.

The product was designed for full automation from application to disbursement. The workflow included eNach setup through Ingenico/Worldline, enabling automated repayment collection.

The bullet loan product was delivered fully into production.

Cost and verification analysis

Technogise also conducted cost analysis across third-party document verification providers.

The analysis compared provider costs and error rates, helping the lender choose integrations based on operational fit rather than price alone.

Results

The lender moved from a tightly coupled origination setup to a partner-ready lending architecture.

The new system allowed external partners to originate loan applications digitally, with configurable journeys and automated verification steps. The lender could now support partner-led acquisition channels that were previously inaccessible.

Concrete outcomes included:

  • Loan disbursements increased by approximately 3x (to verify)
  • Loan approval rate rose above 80%, higher than the NBFC industry standard
  • Around 80% of approved loans were disbursed
  • Overall application-to-loan conversion reached about two-thirds
  • CSAT score reached 90+
  • KYC and loan sanction turnaround times reduced
  • The bullet loan product launched and went live in production
  • The engagement was delivered within budget and on schedule

The most important engineering outcome was architectural: the lender gained a separate, extensible origination layer while keeping the existing lending platform operational. This made partner-led lending possible without a high-risk platform rewrite.

Fintech
Lending
Loans

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