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GenAI Roll-out

Case Interview Practice > 
Structure

The CEO wants to understand what factors the team should consider before scaling the GenAI copilot tool nationally. What areas would you evaluate?

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Sample answer from an expert consultant

A focused approach could include the following 3 buckets:

I. Business Impact

  • Productivity improvements from the pilot
  • Potential cost savings (e.g., labor cost reductions)
  • Quality of underwriting decisions (accuracy, consistency)

II. Risk & Compliance

  • Data privacy and regulatory exposure
  • Risk of over-reliance or inaccurate outputs
  • Compliance with insurance decision-making standards

III. User Adoption & Feasibility

  • Underwriter trust and usage of the tool
  • Technical integration and training needs
  • Ease of scale across additional offices
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