“Workflows that cut across multiple systems, involve human exceptions, compliance reviews, or high-risk decision points still require careful orchestration and typically human-in-the-loop supervision,” Srinivasamurthy added. “Enterprise adoption is in its early stages, and scaling from pilot or siloed implementations to organization-wide workflows continues to be a significant challenge.”
Dai agreed that while agentic tools like Gemini Agent and Antigravity with increasingly powerful reasoning capabilities will continue to move enterprises closer to workflow automation, safety hinges on robust guardrails and AI readiness of enterprise data.
“CIOs need governance frameworks for identity, data lineage, and action approval, plus continuous monitoring for non-deterministic behavior,” Dai said.
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