AI Industry
11 min read
Enterprise AI Adoption: Common Pitfalls, Success Patterns, and a Practical Roadmap
Despite massive investment, 60% of enterprise AI projects fail to move from pilot to production. We analyze the most common failure modes — from misaligned expectations to data quality issues — and present a proven roadmap for successful AI adoption, drawn from interviews with 50 enterprise AI leaders.