Enterprise AI Adoption: Where Real Progress Is Happening in 2026

The gap between AI hype and AI reality is narrowing, but unevenly. Genuine productivity gains are concentrated in specific use cases: code generation and review, document summarization, customer support triage, and data analysis. The companies seeing the most value are those that have moved past pilots and into production workflows with clear feedback loops and human oversight. The companies still struggling are those chasing general intelligence applications rather than specific, measurable workflow improvements.