Elsai

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Production agent-execution telemetry with safety and human-oversight labels: prompts and model responses, retrieval events, tool executions, token consumption, latency, policy outcomes (pass/fail), plus a guardrail layer that inspects every input and output and labels prompt injection, hallucination, sensitive-data exposure, jailbreak attempts and policy violations; a prompt/instruction version-control layer (each prompt versioned, tested and approved before deployment) and a human-in-the-loop queue that routes low-confidence outputs, policy exceptions and high-risk actions to designated reviewers, creating a record of human adjudication. Workflow coverage spans RAG pipelines, OCR/document processing, multi-agent handoffs and tool-driven automation.