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Lab Quality Control Agents

Lab Quality Control Agents

by kogunlowo123

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    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables AI agents to discover, risk-assess, request, and track actions on validated BioPharma systems (LIMS, MES, QMS, ELN) without bypassing the validated state, routing each request through GAMP 5 risk classification, ALCOA+ checks, approval workflows, and 21 CFR Part 11 e-signatures. Agents can also retrieve signed, verifiable execution records and audit evidence for the actions they perform.
      Apache 2.0
    • A
      license
      A
      quality
      B
      maintenance
      Enables autonomous AI agents to proactively poll event queues, evaluate document compliance, retrieve grounded knowledge via semantic RAG, enforce human-in-the-loop approval gates, and track multi-model cost budgets.
      10
      MIT
    • F
      license
      Not graded
      quality
      A
      maintenance
      Enables LLM-based agents to connect to a FHIR-compliant healthcare backend and query or manipulate clinical data with natural-language prompts. Provides full CRUD operations on FHIR resources, AI-powered document ingestion and semantic search, RAG-ready retrieval, and LOINC terminology lookup.
      -
    • F
      license
      Not graded
      quality
      B
      maintenance
      Enables users to chat with an LLM agent that creates and reads Word, Excel, PDF, and JSON files, and accesses databases (letters, documents, LIMS) according to user permissions.
      -
    • A
      license
      Not graded
      quality
      B
      maintenance
      Enables agents to route every action through a pre-execution gate that returns allow, escalate-to-human, or deny verdicts, backed by deterministic hard-rule blocks plus probabilistic gray-zone scoring, and to run a resumable orchestration loop covering routing, quality gates, stop-loss, acceptance, and escalation. Every decision, arbitration between conflicting agents, and human approval is written to an append-only hash-chained, Ed25519-signed ledger that can be postmortemed, calibrated, alert-scanned, and exported as offline verification bundles or OTel spans.
      1
      MIT