Enterprises are shifting their focus from AI adoption to demonstrating measurable business value, as foundation models become increasingly commoditized. The competitive advantage in AI will stem not from access to the best models, but from building a connected, context-rich foundation that grounds AI in a business's specific operational reality. This context is derived from three key layers: governance (the business's rules and guardrails), decisions (the history of how judgment has been applied), and patterns (how the business behaves over time). By leveraging these layers, AI can move beyond generic answers to provide informed, actionable insights that drive real results. AI
IMPACT Focusing on enterprise context rather than just model capabilities will be key for AI to deliver measurable business value.
RANK_REASON Opinion piece from an industry executive on the strategic importance of enterprise context for AI.
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