
Artificial Intelligence
Don’t Spend More Money on Tokens Than on Humans
Global AI spending hits $2.52 trillion in 2026, but 95% of enterprise projects fail to show measurable returns. Here’s what most AI budgets are missing.

Global AI spending hits $2.52 trillion in 2026, but 95% of enterprise projects fail to show measurable returns. Here’s what most AI budgets are missing.

Most businesses need an AI specialist and a trained team eventually. This framework helps you decide which one to invest in first.

Most companies hire an AI Adoption SME with the wrong spec. Here’s how to define the role correctly, assess candidates well, and onboard them for impact.