AI FACTORY MANAGED OPERATIONS

Operate the infrastructure and the schedulers that make it useful.

Keep compute, fabric, storage, Kubernetes, and Slurm inside a verified operating envelope.

Follow a recovery ↗

Closed-loop operations

Failure is inevitable.
Downtime does not have to be.

TerawattIQ turns every incident into an orchestrated recovery workflow, with human approval where risk demands it.

01DetectTelemetry + drift
02DrainProtect workloads
03DiagnoseCorrelate evidence
04RepairRMA + smart hands
05Re-certifyProve performance
06ReturnRestore capacity
AI INFRASTRUCTURE NOC

Operate the whole factory—not just the dashboard.

24×7 coverage across compute, fabric, storage, schedulers, power, cooling, and customer services, backed by runbooks and escalation paths designed for GPU infrastructure.

LIFECYCLE CONTROL

Change without gambling the cluster.

Compatibility matrices, maintenance windows, approvals, canaries, rollback, re-validation, and configuration history for drivers, firmware, CUDA/ROCm, Slurm, Kubernetes, and storage.

CAPACITY INTELLIGENCE

Know what is healthy, available, and sellable.

Connect physical health and benchmark status to allocations, utilization, reservations, SLA exposure, power consumption, and revenue readiness.

SCHEDULER OPERATIONS

Workload-aware from maintenance window to recovery.

Physical node operations remain coordinated with Kubernetes and Slurm state, control-plane health, tenant policy, and active workloads.

KUBERNETES

Cordon. Drain. Repair. Validate. Return.

Control-plane healthReady / NotReadyGPU allocation pressureCNI + storage healthNode replacementBackup + restoreManaged upgrades

SLURM

Drain. Complete work. Repair. Validate. Resume.

Controller healthIdle / allocated / drainedQueue depth + reason codesPartitions + reservationsAccounting protectionNode recoveryManaged upgrades

Observe + protect

TelemetryHealthIncidentsDrainQuarantineWorkload protection

Diagnose + repair

Root-cause evidenceMaintenanceRemediationRMAReplacementVendor coordination

Change + re-certify

Change managementCanary + rollbackFirmware + driversSoftware lifecyclePerformance regressionRevalidationRecertification

ONE PACKAGE

Day 1: deploy both.
Day 2+: operate both.

AI Factory OS + your configured YANC cloud.

DAY 1 · ONE-TIME01

Bring up the factory.

Certified infrastructure and your branded neocloud, ready for customer onboarding.

FIXED DAY-1 PRICING$999/ GPU · one-time$75,000 minimum engagement
  • Deployment, fabric, storage, and schedulers
  • Burn-in, performance validation, and remediation
  • Cluster Passport and production acceptance
  • AI Factory OS + configured YANC deployment
DAY-1 DELIVERABLECertified production capacity + Cluster Passport + configured YANC cloud
DAY 2+ · RECURRING02

Keep it running.

Operate the factory and the customer cloud under one agreement.

DAY-2 OPERATIONS$399/ GPU / month
  • Managed Kubernetes + Slurm operations
  • Monitoring, maintenance + failure recovery
  • Vendor coordination + RMA
  • Performance validation + recertification
  • AI Factory OS + YANC
CONTRACT MODELCoverage and commitments agreed per cluster

Final scope depends on architecture, cluster state, scale, integrations, and acceptance requirements. Operations coverage and minimum commitments are agreed per cluster. Hardware, facilities, vendor licenses, and payment fees are separate.

Build with confidence

Your GPUs should be generating results—not tickets.

Bring your infrastructure. TerawattIQ turns it into certified production capacity and keeps it operating.

See the platform in action