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TRV-2026-0111Certified recordPeer-reviewed

Governing Enterprise AI Investments: A Decision-Centric Portfolio Framework

Despite enterprises continuing to invest heavily in AI, many initiatives fail to scale or generate sustained business value. Terming this the AI-investment paradox, we argue that it persists because firms govern AI as a broad technology program rather than as a set of discrete, investable decision opportunities embedded within workflows. We address this issue by developing a decision-centric portfolio framework for governing enterprise AI investments. Our framework introduces AI-Investable Process Nodes (AIPNs)…

Business · P Space — documented harm · certified 2026-07-13 · v1 · article view · machine-readable

Current reading — problem

Enterprises governing AI as a broad technology program see many initiatives fail to scale or generate sustained business value

What this doesn’t fix

Text describes a conceptual framework and pathway, not an observed implementation outcome with measured business value

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Truvace Impact Record TRV-2026-0111, v1: “Governing Enterprise AI Investments: A Decision-Centric Portfolio Framework.” Truvace, 2026-07-13. /record/TRV-2026-0111 (accessed at citation time). sha256 e2d45f5e56fbd0ed…

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