Schedule runs with clear launch rules and hard limits

Built for teams that want automation they can explain to engineering and finance in one sentence.

What launches, and when

Each schedule binds to template, GPU profile, and cron trigger. Pulserun launches exactly that workload at the configured times.

Runtime limit

Set max duration per run. Jobs are terminated automatically at limit to prevent runaway overnight spend.

Cost limit

Set max cost per run. If projected cost crosses limit, Pulserun stops the job and records the event for auditability.

Example outcome: budget control

Nightly fine-tuning with a 3-hour and $6 cap guarantees bounded cost while still running every night automatically.

Example outcome: reliability

Cron-triggered launches remove manual start risk, so batch windows are met consistently even across distributed teams.

Want policy to coordinate schedules, migration, and recovery?

See Autopilot policy model →

Ready to get started?

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