Introduction
The decline in Clearco's Inventory Financing product's average funding amount by $10,000 over the past 60 days is a significant issue that requires thorough investigation. This analysis will systematically identify, validate, and address the root cause while considering both immediate and long-term implications for the product and business.
This analysis follows a structured approach covering issue identification, hypothesis generation, validation, and solution development.
Step 1
Clarifying Questions (3 minutes)
Why it matters: Seasonal patterns could explain the decline and inform our solution approach. Expected answer: No significant seasonal patterns observed in previous years. Impact on approach: If seasonal, we'd focus on adjusting our forecasting and inventory strategies.
Why it matters: Changes in customer demographics could explain the funding amount decline. Expected answer: Some shift towards smaller businesses or new industries. Impact on approach: If confirmed, we'd need to reassess our targeting and risk assessment models.
Why it matters: Internal policy changes could directly impact funding amounts. Expected answer: Minor tweaks to risk assessment algorithms implemented 90 days ago. Impact on approach: If confirmed, we'd need to review the impact of these changes on funding decisions.
Why it matters: Competitive pressures could be influencing customer behavior and funding requests. Expected answer: One major competitor launched a new low-cost financing option 45 days ago. Impact on approach: If confirmed, we'd need to reassess our product positioning and pricing strategy.
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