Why 80% of AI Projects Fail: Root Causes and How to Fix the Adoption Gap
Four out of five AI projects never deliver real business value. The problem is rarely the technology. It is the gap between deployment and adoption that kills most initiatives.

Arthur Quincé
Head of Growth & GTM at MeltingSpot. Passionate about digital adoption and helping companies unlock the full potential of their software investments through AI-powered coaching.
Four out of five AI projects never deliver real business value. The problem is rarely the technology. It is the gap between deployment and adoption that kills most initiatives.
GE invested $4B+ in Predix, its Industrial IoT platform, and lost it all. A deep dive into why cultural resistance and poor internal adoption doomed one of America's most ambitious digital transformations.
Hershey's rushed a $112M SAP ERP rollout before Halloween 1999 and lost $100M+ in orders. A case study on why compressed timelines, big-bang deployments, and skipped testing phases destroy software adoption.
Nike's botched i2 demand planning deployment caused $100M in lost sales and a 20% stock drop. A case study on why rushing software adoption without proper change management destroys enterprise value.
Sobeys' $89M SAP Retail implementation crashed before Christmas 2000, causing empty shelves across 30 stores and a $50M after-tax loss. A case study on why grocery ERP success depends on adoption, testing, and people — not just technology.
Spar Group's SAP S/4HANA rollout at its KwaZulu-Natal distribution center caused 32 months of operational collapse, R1.6 billion in lost turnover, and franchisee lawsuits. A $100 million lesson in why ERP success depends on data quality, integration testing, and user adoption.
Target Canada's catastrophic SAP implementation turned a bold retail expansion into a $7 billion failure. This case study reveals how data errors, rushed timelines, and neglected user training destroyed an entire market entry.
ERP implementations fail at alarming rates, destroying billions in value and crippling operations for years. This guide examines the root causes, real-world disasters, and proven strategies to ensure your project succeeds.

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Ever had a rough encounter with a business that threw your whole day off track? Well, your customers have, and it’s a big deal.
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This article serves as your compass, navigating through the definition and stages of the product adoption process, unveiling the product adoption curve, exploring key measurement metrics, and providin