Salesforce wants budget owners to be able to stop an AI agent’s spending before it goes over the line instead of finding out on the invoice. The company said Tuesday that Agent Fabric, its control plane for managing agents across platforms, now has a FinOps Dashboard and a Model Wallet that give one view of AI spending and set hard limits that stop requests before costs exceed budget. Both are generally available, along with an Agent Kill Switch.

Salesforce said Agent Fabric handles more than 1.2 billion requests a day. The announcement also introduced Cost Optimization Policies, which the company said cut token usage by up to 75% in test scenarios through semantic caching, payload compression and response trimming.

Testing agents after they ship

The larger piece arrives later. Agent Evals generates tests before deployment, then scores agents, LLMs and MCP servers in production against quality thresholds.…