AI for Insurance

Building the Business Case

Insurance-specific ROI calculations, cost per claim reduction, submission-to-bind ratio improvement, underwriting throughput metrics, claims leakage reduction, and pilot design for an insurance carrier.

The numbers that matter to insurance leadership

AI tools cost $20-60 per user per month. A commercial lines underwriter costs $80,000-$140,000 per year. A senior claims adjuster costs $70,000-$110,000. A compliance analyst costs $65,000-$95,000. The per-user cost of AI is trivial compared to the fully loaded cost of the people it augments.

But "it saves time" is not a business case that will survive a conversation with your CFO or Chief Underwriting Officer. Insurance leadership needs specific, measurable impact on metrics they already track: combined ratio, loss ratio, expense ratio, submission-to-bind ratio, claims cycle time, and cost per claim.

This module shows you how to calculate insurance-specific ROI and design a pilot that produces the evidence your leadership needs.

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Which metric would be most convincing to your carrier's leadership?