#Adopting Ai

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.

Everyone's saying "deploy an agent." Almost no non-technical founder knows what that means in practice. Here's the plain-language answer with three workflows you could run today.

No AI agency is going to tell you you're not ready. Their incentive is to start the engagement, not disqualify the lead. Here are the five readiness checks to complete before any external conversation.

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.