These results highlight the financial benefits of AI maturity and scaling strategic bets—though further research is needed to establish a causal link between AI adoption and superior financial performance.
The front-runners’ guide to scaling AI Lessons from industry leaders · page 36 of 39
Describes hierarchical clustering (Ward's linkage, Gower's distance) and validation via latent class analysis, followed by financial correlation findings.
Consulting deck · appendix_methodology · summarize · dense density
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paragraph/paragraph: To identify distinct groups of companies based on the maturity of the 10 aforementioned capabilities, we applied “hierarchical clustering,” using maturity levels across those 10 capabilities as input
Concrete Language slide · 70%Methodology specifics on clustering and financial-performance link.
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