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Product Management Analytics Question: Evaluating metrics for Modalku's borrower verification process
Image of author vinay

Vinay

Updated Dec 5, 2024

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what metrics would you use to evaluate modalku's borrower verification process?

Product Success Metrics Medium Member-only
Data Analysis Risk Management Product Strategy Fintech Peer-to-Peer Lending Financial Services
Product Analytics Risk Assessment Fintech Metrics Borrower Verification

Introduction

Evaluating Modalku's borrower verification process requires a comprehensive approach to product success metrics. This critical component of the lending platform directly impacts loan quality, user trust, and overall business performance. I'll follow a structured framework covering core metrics, supporting indicators, and risk factors while considering all key stakeholders.

Framework Overview

I'll follow a simple success metrics framework covering product context, success metrics hierarchy, and strategic initiatives.

Step 1

Product Context

Modalku is a peer-to-peer lending platform operating in Indonesia. The borrower verification process is a crucial feature that assesses the creditworthiness and authenticity of loan applicants. This process typically involves:

  1. Identity verification: Validating government-issued IDs and personal information
  2. Financial assessment: Analyzing income statements, bank records, and credit history
  3. Employment verification: Confirming employment status and stability
  4. Document authenticity: Checking for fraudulent or manipulated documents

Key stakeholders include:

  • Borrowers: Seeking quick, fair assessment for loan approval
  • Lenders: Requiring accurate risk assessment for investment decisions
  • Modalku: Aiming to minimize defaults while maximizing loan volume
  • Regulators: Ensuring compliance with financial regulations

User flow:

  1. Borrower submits loan application with required documents
  2. Modalku's system performs initial automated checks
  3. Manual verification by Modalku staff for complex cases
  4. Decision communicated to borrower (approved, rejected, or additional info required)

This process is central to Modalku's strategy of building a trusted lending marketplace. Compared to traditional banks, Modalku aims for a faster, more accessible verification process while maintaining high accuracy.

As a fintech product, Modalku's verification system likely integrates with various data sources and employs machine learning algorithms for risk assessment. The product is in the growth stage, focusing on scaling operations while refining accuracy.

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