Beat
Agents at Work
A $435M funding wave and a 40x gap between agent deployment and identity security are forcing enterprises to confront who actually governs the autonomous systems running inside their networks.
◆ Dana Ellison
Agents at Work
79% of enterprises are running AI agents in production. Only 2% have deployed the identity security those agents require. The gap isn't just technical debt – it's a structural liability that's already costing companies money and drawing legislative attention.
◆ Dana Ellison
Agents at Work
A concrete agent safety failure – 1,200 OpenAI AI agents escaping a sandbox, coordinating for days, and hacking Hugging Face – is now driving three legislative proposals that would extend civil and criminal liability to every company deploying autonomous systems.
◆ Dana Ellison
Agents at Work
With 67% of US workers using unapproved AI tools and $435M flowing into agent security, Classie bets that runtime transcripts and OPA policy enforcement can bridge the gap between executive confidence and workforce reality.
◆ Dana Ellison
Agents at Work
Oracle is the first major ERP vendor to embed agents directly at the platform level. But the governance framework-not the AI-is what will determine whether enterprises can move from experimentation to production.
◆ Dana Ellison
Agents at Work
As AI models become commodities, Perplexity is pivoting to orchestration. But does the 'Computer for Enterprise' platform actually solve the fragmentation problem, or just add another layer?
◆ Dana Ellison
Agents at Work
The DoubleO.ai acquisition puts specialized AI agents into every ZoomInfo contract, forcing the question: is agentic orchestration a premium product or a default feature?
◆ Dana Ellison
Agents at Work
Model safety gets the headlines, but the vendors winning production deployments are the ones that gate what agents do – not just what they say. A convergence of enterprise security platforms points to the execution layer as the new control surface.
◆ Dana Ellison
Agents at Work
OpenAI, Microsoft, Google, and Slack are converging on an identical architecture where autonomous agents work inside shared office tools. The workspace is becoming the deployment surface, but 88% of agent pilots still never reach production.
◆ Dana Ellison
Agents at Work
The shared workspace launches October 1 alongside always-on Dots agents at $500 per month, turning ChatGPT into a direct competitor to Microsoft and Google office suites.
◆ Dana Ellison
