Agentic Cloud FinOps for platform engineering teams

Where this works best

• • Teams with large AWS estates where manual cost review doesn't scale.
• • Environments with multiple accounts — dev, staging, prod, and member accounts.
• • Platform teams that want to close the loop between "we identified waste" and "we deleted it."
• • Organizations that need an audit trail for every infrastructure change tied to cost.

Core execution patterns

• Cloud waste cleanup — delete unattached EBS volumes, orphaned snapshots, unused Elastic IPs, and stale AMIs after HITL approval.
• EC2 and RDS rightsizing — surface Compute Optimizer recommendations enriched with CloudWatch utilization, then execute approved downsizes.
• Data transfer and egress optimization — identify NAT gateway hotspots, cross-region transfer patterns, and S3 egress charges.
• Multi-account cost governance — investigate all connected AWS accounts in one loop and rank by savings opportunity.

Governance model

Every destructive action — volume deletion, snapshot cleanup, instance resize — requires explicit human approval through an inline approval card in the agent chat. The agent never executes without an audit record. Approvals, rejections, and execution outcomes are all logged to the platform and optionally routed to your Slack FinOps channel.