4 posts
MIT NANDA: 95% of enterprise AI pilots produce no P&L impact. ROI measurement shifts from productivity to revenue. A value-first framework for CTOs/CDOs.
Why do AI investments fail? Wrong problem selection, data quality, the POC-to-production gap, change management, ROI uncertainty, governance, and a full prevention checklist in this comprehensive guide.
How is AI ROI calculated? ROI, NPV, and payback period formulas, cost and benefit items, TCO, a step-by-step worked example, a KPI framework, and common mistakes in this comprehensive guide.
A comprehensive Turkish-enterprise-focused guide to calculating AI investment ROI in TRY with tax incentives included. Covers ROI formulas (simple ROI, NPV, payback, IRR), 4 value dimensions, hidden cost lines, 6 concrete use-case calculations, TÜBİTAK/KOSGEB incentives, SMB vs enterprise differences, and a 5-step ROI framework — for CFOs and decision-makers.