AI automation
3 posts
Article
Google shipped power, not process
Google fired an engineer over a Workspace CLI because it never built the absorption layer that turns internal automation into sanctioned, owned infrastructure.
Article
Cognizant's bench is shrinking by design
Cognizant's automation push isn't a productivity story - it's the collapse of the services pyramid. What's actually changing, and why most firms will get the transition wrong.
Article
Why Most AI Automation Fails in Practice - And How to Fix It
Most AI automation fails in practice because it redistributes effort rather than eliminating it. Learn how to build systems that actually reduce human workload through bounded domains, structured outputs, and rigorous pre-rollout validation.