Ai Adoption

More than half of businesses using freelancers in 2022 had stopped entirely by 2025. The data is clear on which categories are gone. Here's the honest category by category breakdown and how to make the call for your own arrangements.

95% of enterprise AI pilots delivered no measurable impact. Most small businesses can't answer whether their AI is working either. The problem isn't the tools, it's that nobody set a baseline before they started.

88% of AI pilots fail to reach production. It's almost never the AI's fault. Here's the structural breakdown that kills most initiatives and what the 12% that succeed do differently.