https://www.taxtmi.com/news?id=61176 Widespread AI pilots in GCCs face an accountability gap: 92% are piloting or scaling AI but over 70% lack structured ROI frameworks. A proposed ROI-from-AI framework evaluates initiatives across five dimensions-stage of maturity, baseline visibility with attribution, adoption breadth and depth, total cost of AI ownership including governance and compliance, and value delivered-enabling credible measurement, alignment with business priorities, and disciplined scaling. Scaling requires operating-model readiness across four pillars: Data & Infrastructure, Talent, Governance & Change, and Adoption & Usage Depth. en-us Mon, 10 Nov 2025 17:31:03 +0530 Mon, 10 Nov 2025 17:31:03 +0530 TaxTMI RSS Generator https://www.taxtmi.com/news?id=61176 Widespread AI pilots in GCCs face an accountability gap: 92% are piloting or scaling AI but over 70% lack structured ROI frameworks. A proposed ROI-from-AI framework evaluates initiatives across five dimensions-stage of maturity, baseline visibility with attribution, adoption breadth and depth, total cost of AI ownership including governance and compliance, and value delivered-enabling credible measurement, alignment with business priorities, and disciplined scaling. Scaling requires operating-model readiness across four pillars: Data & Infrastructure, Talent, Governance & Change, and Adoption & Usage Depth. News - Mon, 10 Nov 2025 17:31:03 +0530 https://www.taxtmi.com/news?id=61176