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Product Management Root Cause Analysis Question: Investigating increased identity verification time for Plaid's fintech service
Image of author vinay

Vinay

Updated Nov 27, 2024

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Asked at Plaid

12 mins

Why has the average time to complete Identity verification on Plaid increased by 30 seconds over the past week?

Data Analysis Problem Solving Technical Understanding Fintech Banking Cybersecurity
Data Analysis Fintech Performance Optimization Root Cause Analysis Identity Verification

Introduction

The recent 30-second increase in average Identity verification time on Plaid is a critical issue that demands immediate attention. This analysis will systematically investigate potential root causes, generate data-driven hypotheses, and propose targeted solutions to address this performance degradation.

Framework overview

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

Step 1

Clarifying Questions (3 minute)

  • Looking at the timing, I'm thinking this could be a recent change. Has there been any significant update to the Identity verification process in the past week?

Why it matters: Recent changes often correlate with performance shifts. Expected answer: Yes, a new security feature was added. Impact on approach: If confirmed, we'd focus on the new feature's implementation.

  • Considering user segments, I'm wondering if this affects all users equally. Are we seeing this increase across all user demographics or specific groups?

Why it matters: Helps isolate whether it's a universal or targeted issue. Expected answer: The increase is more pronounced in users over 50. Impact on approach: We'd investigate age-specific factors in the verification process.

  • Given the specificity of the 30-second increase, I'm curious about our measurement precision. Has there been any change in how we measure or define "completion time" for Identity verification?

Why it matters: Ensures we're comparing apples to apples in our metrics. Expected answer: No changes in measurement methodology. Impact on approach: Confirms the issue is with the process, not the measurement.

  • Thinking about external factors, have there been any notable changes in regulatory requirements or industry standards for Identity verification in the past week?

Why it matters: External mandates can significantly impact verification processes. Expected answer: No recent regulatory changes. Impact on approach: Shifts focus to internal factors if external influences are ruled out.

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