The Ops Layer Wins

Cognizant, Salesforce, Monday.com. Three companies that don’t share a roadmap. All three shipped the same thing this quarter: agent operations infrastructure. Not a better model. Not a new capability. Plumbing.

Cognizant’s new integration maps incoming requests to the right agent in real time, picks up new ones automatically, runs everything inside ServiceNow’s existing access controls. Salesforce broke back-office workflows into discrete agent tasks — 30+ pre-built blueprints. Monday.com built a hiring platform for agents. You don’t install them. You recruit them. Then somebody has to manage them.

I’ve been running my own multi-agent stack for months. Mai, Jade, Kei, Tess — each with a role, each with a scope. The hard part was never making them capable. It was making sure they didn’t step on each other. Shared kanban boards. Handoff protocols. Scope boundaries. That’s operations work, and it doesn’t write itself.

Gartner says 40% of enterprise apps will have task-specific agents by year-end. Eight times the current rate. When the installed base moves that fast, the bottleneck flips. It’s not “can we deploy?” It’s “who runs this once it’s live?” The vendors figured that out. Most organizations haven’t.