Without continuous optimization, waste creeps back. New instances launch oversized. Test environments outlive their purpose. Manual cleanups only reset the clock.
By month 12, the gap is 33% of total spend. On $100K/mo, that's $33K/mo — $396K/year — recovered continuously, not as a one-time audit.
Jetscale AI doesn't optimize once. The agentic platform monitors for drift, flags policy violations, and generates fresh Terraform-ready remediations as your infrastructure evolves.
Every one of these is detected automatically by Jetscale. AI
Developers default to large types. Without guardrails, every deploy reintroduces waste.
Default EBS in many AMIs is still gp2. New launches silently bypass your gp3 migration.
Temporary RDS for testing. No expiration tag. No schedule. Running for months.
Team adds a service calling S3 without the Gateway Endpoint. NAT charges resume.
Every new bucket starts with no lifecycle. Data accumulates in Standard tier indefinitely.
Initial requests set conservatively. Workload evolves. Requests stay the same. Waste compounds.
