Use Cases

What Teams Build with AgentCloud

Engineering and infrastructure teams use AgentCloud to automate their highest-toil, highest-stakes workflows.

Incident Response

Cut MTTR from hours to minutes with agents that page the right team and run playbooks automatically.

Agents that watch your pipelines 24/7 and resolve common failures before your data team notices.

SOC-grade threat detection without a full SOC team. Cut alert fatigue by 80%.

Pre-flight checks, canary rollouts, and automated rollbacks — all agent-driven.

Cut cloud spend 30-50% with agents that find and fix waste continuously.

Continuous SOC 2, ISO 27001, and HIPAA monitoring with automated evidence collection.

Automate the toil: PR summaries, docs, dependency updates, developer support.

90-day rolling forecasts and automated scaling actions — no more quarterly guesswork.