OICM – Autonomous Operations & Coverage​

OICM delivers AI-first infrastructure automation with intelligent operations and broad workload coverage.

Autonomous Infrastructure Operations

• Autonomous GPU resource provisioning and intelligent job scheduling.​
• Job lifecycle management: submit, track, monitor, reschedule, terminate​.
• Quota & policy enforcement across tenants, workspaces, and users​.
• Multi-level isolation: tenant, workspace, user, and namespace separation.​
• Centralized logging, real-time monitoring, and alerting​.
• Cost & usage tracking: GPU hours, storage, API calls, job history.​
• Policy-driven automation: auto-scaling, prioritization, and failover handling.​
• Resilience features: retry policies, checkpointing, and recovery support.

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Next Steps

• Access Control & Data Isolation – RBAC, identity federation, and tenant‑scoped data segregation.
• Commercial Models & Use‑Case Enablement – Metered billing, tiered plans, and marketplace offerings.
• AI Cluster Manager – GPU scheduling, node pools, and workload optimization.