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Business Performance & KPIs · Sep 3, 2026 AI Value Creation: 3 Powerful Ways to Transform Business AI creates business value in three ways: by making existing work more efficient, improving the outcomes a workflow delivers, or enabling something entirely new.
AI investment is accelerating, but many organizations still struggle to explain what value they expect it to create. Individual use cases get described as automation, transformation, innovation, or productivity tools, often without a clear distinction between them. A simpler model separates AI value creation into three plays: Automate, Upgrade, and Invent. Each represents a different ambition, requires different operating changes, and should be measured differently.
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Business Performance & KPIs · Sep 3, 2026