A rule of thumb for where AI Coworkers fit — plus five honest lessons from putting them into production since Atomicwork's AI Workforce launch.

Most security tools have a finding problem. We had a triage problem. This is how we built SecHound, an agentic security loop that runs against every release, verifies its own output, and refuses to call anything confirmed without live proof. Five decisions that made it work.

Venky Rangachari, CIO at HPE, on thirty years across the internet, data center, SaaS, cloud, and AI waves — and why agentic AI lets us finally re-architect the enterprise.