Enterprise AI Adoption Hits 58% — What Separates Winners from Failures

58% of enterprises now use AI in at least one business function, up from 35% in 2023, according to McKinsey's 2025 Global AI Survey. But 42% of AI projects fail to deliver expected ROI.

What winners do differently:

• Start with one specific, measurable problem
• Choose high-volume, repetitive processes first
• Measure ROI weekly, not quarterly

Companies that start with a single well-defined use case see positive ROI within 3-6 months. Average return: 300-400% over 18 months.