147.5%
Six AI business cases, one claims handler
Six insurance claims use cases, each reasonable on its own, claim more than all of one handler's handling time.
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What 4,980 AI use cases tell us
One chart, one finding and what it means for your portfolio. Each insight comes from the MetroMinds Library, which holds benchmark ranges based on real-world implementations across 13 industries.
1 in 15
AI use cases touch an EU AI Act Annex III area
333 of 4,980 Library use cases touch a high-risk area, and most of them sit outside HR and IT.
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51%
of AI ideas sit in operations and supply chain
2,524 of the 4,980 Library use cases change operational work, from 73% in logistics to 28% in professional services.
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2.48 vs 3.41
Agentic use cases: similar value, harder to deliver
The 600 agentic use cases promise the same value as other AI but score far lower on feasibility.
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40%
of manufacturing AI ideas score low on feasibility
196 of 491 manufacturing use cases score 1 or 2 on feasibility, against 27% for the whole Library.
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1,120
use cases start from documents, in all 12 business functions
22.5% of the Library works from contracts, invoices, certificates and other documents, whatever the use case is called.
Read the insightSource: MetroMinds Library, 4,980 use cases (August 2026). Benchmark ranges are based on real-world implementations.
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