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Company focus

Konfio

Why has the average time to disburse funds for Konfio's working capital loans increased from 2 days to 5 days over the past 6 weeks?

Prepared by NextSprints

15 mins
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Problem-Solving Data Analysis Process Optimization Fintech Small Business Lending Financial Services Data Analysis Fintech Root Cause Analysis Process Optimization Loan Disbursement
Product Management Root Cause Analysis Question: Investigating delays in Konfio's working capital loan disbursement process

Introduction

Konfio's working capital loan disbursement time has increased from 2 to 5 days over the past 6 weeks, potentially impacting customer satisfaction and business efficiency. I'll analyze this issue systematically, identifying root causes and proposing solutions to address both immediate concerns and long-term implications.

Framework overview

This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.

Step 1

Clarifying Questions (3 minutes)

  • Given the recent timing, I'm wondering about any system changes. Have there been any updates to the loan processing software in the last 2 months?

Why it matters: Recent updates could introduce bugs or inefficiencies. Expected answer: Yes, a new risk assessment module was implemented. Impact on approach: If confirmed, I'd focus on technical issues and integration problems.

  • Considering user segments, has there been a shift in the types of businesses applying for loans recently?

Why it matters: Different business types might require more complex assessments. Expected answer: There's been an increase in applications from newer industries. Impact on approach: I'd investigate if current processes are suited for these new segments.

  • Thinking about performance metrics, has the loan approval rate changed during this period?

Why it matters: A correlation could indicate changes in risk assessment criteria. Expected answer: Approval rates have remained stable. Impact on approach: If stable, I'd focus on post-approval processes rather than risk assessment.

  • Regarding data integrity, has there been any change in how disbursement time is measured or reported?

Why it matters: Ensures we're comparing like-for-like data. Expected answer: No changes in measurement or reporting methods. Impact on approach: If confirmed, I'd rule out data inconsistencies and focus on actual process changes.

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Updated Mar 29, 2025