LLM advice and human oversight
Cited AI answers with independent policy checks, expiring human approvals, and auditable mock execution.
Capabilities: RAG with citations · policy enforcement · human-in-the-loop approvals · audit trail
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Bearing health and maintenance review
An authenticated bearing-assessment workflow with operator review, duplicate-submission protection, and tested receipt recovery.
Capabilities: predictive maintenance · machine learning · operator review · Azure deployment
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Manufacturing data and anomaly review
Reusable data adapters and reproducible anomaly inference, with input validation, private Azure execution, and rollback controls.
Capabilities: anomaly detection · data engineering · MLOps · rollback and release control
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