Agentic Ai For Lab Automation

{
  "agent_id": "agentic_ai_for_lab_automation_",
  "name": "Agentic Ai For Lab Automation",
  "url": "https://qpillars.com/agentic-ai/lab-automation",
  "logo": "https://agentery.com/logos/CP-Z5HXE3-ld256.png",
  "niche": "autonomous-ai-research-lab",
  "category": "research-knowledge-work",
  "short_summary": "Orchestrates multi-step laboratory workflows including sample prep, plate handling, instrument scheduling, and protocols by planning, validating, and executing…",
  "task_performed": "Orchestrates multi-step laboratory workflows including sample prep, plate handling, instrument scheduling, and protocols by planning, validating, and executing them on existing lab automation",
  "inputs_accepted": [
    "Workflow requests",
    "instrument state",
    "async events/errors from instruments via MCP"
  ],
  "outputs_produced": [
    "Workflow plans",
    "simulations against digital-twin state",
    "step-by-step execution with rollback",
    "run history",
    "audit trail"
  ],
  "integrations_available": [
    "MCP",
    "LangGraph",
    "CrewAI",
    "OpenAI Agents SDK",
    "PydanticAI",
    "Claude",
    "GPT",
    "SiLA 2"
  ],
  "protocols_or_interfaces": [
    "MCP",
    "SDK"
  ],
  "industry_fit": [
    "laboratory automation / life sciences instruments"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "sometimes required",
  "pricing_model": "enterprise/contact sales",
  "price": {
    "observed": true,
    "billing": "contact_sales",
    "currency": "USD",
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "Contact sales (no public price)",
    "summary": "Custom AI agent engagements are offered at a fixed price, with the full scope and price available on request.",
    "confidence": "medium",
    "source_url": "https://qpillars.com/agentic-ai/lab-automation",
    "checked_at": "2026-07-28T04:37:57.013Z",
    "amount": null,
    "display": null,
    "plans": [],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "Customer testimonials (Lino Biotech AG, Ridgeview Instruments AB)",
    "LiquidBridge demo",
    "Case Studies page"
  ],
  "evidence_quality": "high",
  "entity_type": "service",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://qpillars.com/agentic-ai/lab-automation"
  ],
  "last_checked": "2026-06-16",
  "how_to_connect": {
    "website": "https://qpillars.com/agentic-ai/lab-automation",
    "docs": null,
    "mcp": null,
    "a2a": null,
    "api": null,
    "protocols": [
      "MCP"
    ],
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 5017,
    "uptime_7d": 1,
    "checked_at": "2026-07-28T02:30:30.345Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "reported_success": null,
  "feedback": "If you use this listing, call report_outcome afterwards — it sharpens rankings for everyone including you."
}