What factors are causing the increased processing time for Ocrolus's small business loan document analysis service this quarter?

Introduction

Ocrolus's small business loan document analysis service is experiencing increased processing time this quarter, potentially impacting customer satisfaction and operational efficiency. To address this issue, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both immediate and long-term implications.

Step 1

Clarifying Questions (3 minutes)

• Given the timing, I'm wondering if there's been a recent surge in loan applications. Has there been a significant increase in document volume compared to previous quarters?

Why it matters: Volume changes could strain existing systems. Expected answer: Yes, a 20-30% increase in applications. Impact on approach: Would focus on scalability solutions.

• Considering potential system changes, have there been any recent updates to the document analysis algorithms or infrastructure?

Why it matters: Recent changes could introduce unexpected issues. Expected answer: A minor update was deployed last month. Impact on approach: Would investigate the impact of the recent update.

• Thinking about document complexity, has there been a shift in the types of documents being processed?

Why it matters: Different document types may require varying processing times. Expected answer: More complex financial statements are being submitted. Impact on approach: Would explore optimizing for specific document types.

• Regarding user behavior, have customers reported any changes in how they're using the service?

Why it matters: User behavior shifts could impact system performance. Expected answer: Some users are submitting larger batches of documents. Impact on approach: Would consider implementing batch processing optimizations.

• Considering external factors, have there been any changes in regulatory requirements for loan document processing?

Why it matters: New regulations could necessitate additional processing steps. Expected answer: No significant regulatory changes recently. Impact on approach: Would focus on internal factors rather than compliance issues.