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Building Cloud Agents for the Enterprise
AI coding tools are everywhere, but orchestration is nowhere.
Enterprises have adopted AI agents for individual productivity, yet most still lack the infrastructure to run cloud agents in the background across teams, repositories, and workflows. The result is no audit trail, no governance, and no safe path from experimentation to production.
This report explains how leading engineering organizations are scaling AI from individual acceleration to background cloud agents that run autonomously with visibility, security, and control.
Key findings
- Fewer than 1 in 10 enterprises have deployed AI agents in production, despite widespread adoption of AI coding tools
- Orchestration, not model quality, is the primary blocker to scaling agents beyond individual productivity
- Background agents enable team-wide automation with the visibility, governance, and control enterprises require
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Actionable insights
