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Library insight

Six AI business cases, one claims handler

147.5%

Stacked bar chart: six insurance claims use cases from the MetroMinds Library each claim 20 to 32.5 percent handling time reduction for the claims handler, adding up to 147.5 percent, well above the 100 percent line.
Select the chart to enlarge it. Source: MetroMinds Library, 4,980 use cases (August 2026). Benchmark ranges are based on real-world implementations.

What you see

Six insurance claims use cases in the MetroMinds Library each promise a handling time saving for the same role. Added up, their midpoints claim 147.5 percent of the claims handler's handling time.

Why it matters

Each business case is reasonable on its own. Together they count the same minutes more than once, and a portfolio built on that total will disappoint.

What you can do

Link each use case to the capability and role it changes, count the strongest saving once and weight the rest. The full article shows how, with a worked example in euros.