CalmGrid is a secure control plane that schedules approved AI workloads onto employee devices during off-hours, with full compliance, identity, and security enforcement.
CalmGrid discovers eligible devices, enforces scheduling policies, executes containerized workloads during off-hours, and collects results. Your IT team stays in full control.
A lightweight agent registers with your UEM. CalmGrid maps every CPU, GPU, and NPU across your fleet, along with battery state, thermal headroom, and compliance posture.
Define off-hours windows, thermal ceilings, battery minimums, workload whitelists, and opt-in requirements. Policies enforce themselves. No human in the loop at runtime.
Containerized AI jobs launch only when devices meet every policy gate. If a user returns or a threshold trips, the job pre-empts, checkpoints, and reschedules elsewhere.
Real-time dashboard shows total capacity harvested, cloud spend avoided, and per-device utilization. Attribute compute to cost centers. Prove ROI to the CFO.
CalmGrid doesn't bypass your security stack. It integrates with it.
Entra ID / Okta SSO. Device identity verification via certificate chain. Every workload execution tied to an identity context.
Native Intune and JAMF hooks. Compliance state checked before every job dispatch. Non-compliant devices automatically excluded.
CrowdStrike, SentinelOne, Defender ATP. CalmGrid reads EDR telemetry and stands down if threat level elevates.
Hard limits on CPU/GPU temperature and minimum battery charge. Jobs throttle or migrate before user experience degrades.
Every job, every device, every decision logged. Export to SIEM. SOC 2 and ISO 27001 alignment from day one.
Every integration CalmGrid ships was designed to pass the CISO's review before the CFO's.
Native UEM hooks
EDR-aware scheduling
Zero-trust identity
Audit-ready logging
Nothing leaves the org
CalmGrid turns the capital you've already spent on endpoints into governed AI capacity. No new hardware. No cloud premium. No data leaving the building.