Predictable invoices. No surprise bills
Per-user budget caps, idle detection, auto-shutdown, capacity scheduling. Built into every CloudLabs deployment, every cloud.

The guardrails that matter most
Per-user spend caps, automatic shutdown on idle, capacity scheduling, instructor preview before scale-up. The result: zero surprise invoices for institutions with thousands of students or ISVs running prospect-trial volumes.
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≤ 5%
of spend wasted on idle VMs
-
60%
average reduction vs ALS run-rate
-
100%
of plans hit budget caps
Stop chasing surprise invoices
Book a demo to see CloudLabs cost guardrails in action against your training, demo, or hackathon workload.