Enterprise AI shifts from copilots to regulated workflow agents

Clouds and software vendors are productizing write-capable agents around finance, CRM, restaurants, and other operational workflows, supported by MCP connectors, explainability, governance, and implementation partners. Google Cloud’s Deutsche Bank and CME collaborations and Owner’s $240M round show the race moving toward measurable vertical ROI, but permissions, reliability, adoption, and token economics remain unresolved.