Why has Amazon Business approval workflow failed for 45% of orders?

Introduction

Amazon Business's approval workflow failure for 45% of orders represents a critical issue that demands immediate attention. This high failure rate not only impacts operational efficiency but also potentially erodes customer trust and satisfaction. In addressing this problem, I'll employ a systematic approach to identify, validate, and resolve the root cause while considering both short-term fixes and long-term strategic implications.

Step 1

Clarifying Questions (3 minutes)

• Looking at the scope, I'm thinking this might be a recent issue. Has there been a significant change in the failure rate over the past few weeks or months?

Why it matters: Helps determine if this is a new problem or a long-standing issue. Expected answer: A recent spike in failure rates. Impact on approach: If recent, focus on recent changes; if long-standing, examine systemic issues.

• Considering user segments, I'm wondering if this affects all types of businesses equally. Are we seeing differences in failure rates between small businesses and large enterprises?

Why it matters: Identifies if the issue is universal or specific to certain user groups. Expected answer: Higher failure rates among smaller businesses. Impact on approach: Tailor solutions to specific user segments if discrepancies exist.

• Thinking about the approval process, I'm curious about the steps involved. Can you walk me through the typical approval workflow for an Amazon Business order?

Why it matters: Helps identify potential bottlenecks or points of failure in the process. Expected answer: A multi-step process involving requestor, approver, and possibly finance teams. Impact on approach: Focus on specific stages where failures occur most frequently.

• Considering system performance, I'm wondering about any recent technical changes. Have there been any significant updates to the approval workflow system in the past month?

Why it matters: Identifies potential technical causes for the increased failure rate. Expected answer: A recent system update or integration. Impact on approach: Investigate specific technical changes and their impact on the workflow.