Startups & Giants

Project Failure

2 articles

Confused employees in a modern office setting surrounded by complex AI interfaces, with charts indicating project failures, highlighting the challenges of AI integration.
Industry Trends

US Firms' Shallow AI Embrace Masks Deeper Integration Challenges

Nearly half of all enterprise artificial intelligence projects are scrapped between the proof-of-concept stage and production.

Olivia Hartwell·June 3, 2026
A complex, dimly lit server room with a holographic projection of a flawed data network, representing enterprise AI data gaps and project failure.
Enterprise

What are enterprise AI data gaps and why do they cause project failure?

As many as four in five enterprise AI projects end in failure, often not because of the algorithms, but due to flawed data, according to LexisNexis .

Daniel Cross·May 29, 2026