MS AI Agent

{
  "agent_id": "symphonyai_ms_ai_agent",
  "name": "MS AI Agent",
  "url": "https://symphonyai.com/ms-ai-agent-manufacturing-digital-twin-agent",
  "logo": "https://agentery.com/logos/CP-JA3JCQ-256.png",
  "niche": "asset-performance-management-agent",
  "category": "manufacturing-industrial",
  "short_summary": "creates and maintains digital twins of plant assets, processes, and systems for modeling, monitoring, and predictive analytics of equipment health, process per…",
  "task_performed": "creates and maintains digital twins of plant assets, processes, and systems for modeling, monitoring, and predictive analytics of equipment health, process performance, and resource optimization",
  "inputs_accepted": [
    "manufacturing data sources",
    "live sensor data"
  ],
  "outputs_produced": [
    "predictive insights",
    "anomaly detection",
    "automated maintenance recommendations",
    "automated work orders"
  ],
  "integrations_available": [
    "Azure",
    "IRIS Foundry"
  ],
  "protocols_or_interfaces": [],
  "industry_fit": [
    "manufacturing / industrial"
  ],
  "autonomy_level": "workflow automation",
  "human_approval_needed": "unclear",
  "pricing_model": "enterprise/contact sales",
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    "currency": null,
    "lowest_monthly_usd": null,
    "monthly_usd": null,
    "headline": "No public price found",
    "summary": "No public price found on the vendor site.",
    "confidence": "high",
    "source_url": "https://symphonyai.com/ms-ai-agent-manufacturing-digital-twin-agent",
    "checked_at": "2026-10-25T03:12:45.944Z",
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    "source": "render+llm"
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  "trust_or_rating_signal": [
    "Nippon Gases case study",
    "Vandemoortele Zeewolde case study",
    "SANY America case study",
    "Security & trust page"
  ],
  "evidence_quality": "medium",
  "entity_type": "agent",
  "regulated_data_suitability": "enterprise security page only",
  "evidence_urls": [
    "https://symphonyai.com/ms-ai-agent-manufacturing-digital-twin-agent"
  ],
  "last_checked": "2026-10-25",
  "profile_checked": "2026-06-17",
  "price_checked": "2026-10-25",
  "how_to_connect": {
    "website": "https://symphonyai.com/ms-ai-agent-manufacturing-digital-twin-agent",
    "docs": "https://symphonyai.com/api",
    "mcp": null,
    "a2a": null,
    "api": {
      "docs_url": "https://symphonyai.com/api",
      "endpoint": null
    },
    "protocols": [],
    "install": null,
    "repository": null
  },
  "deployment": {
    "model": "unknown",
    "both_offered": false,
    "hosted_endpoint": null,
    "install": null,
    "note": "No deployment evidence held — Agentery has no endpoint, install instruction or directory attribute for this listing.",
    "evidence": null
  },
  "licence": {
    "name": null,
    "note": "No named licence found in the retained page text or source attributes. A public repository alone does not establish an open-source licence.",
    "evidence": null
  },
  "evidence_checks": {
    "price": {
      "status": "unknown",
      "note": "no observed price page text held for this listing"
    },
    "agent_card": {
      "status": "unknown",
      "note": "no Agent Card URL recorded for this listing"
    },
    "endpoint": {
      "status": "unknown",
      "note": "endpoint not yet checked"
    }
  },
  "product_group": null,
  "liveness": {
    "probed": true,
    "alive": true,
    "endpoint_kind": "site",
    "latency_ms": 767,
    "uptime_7d": 1,
    "checked_at": "2026-10-27T02:45:27.129Z",
    "consecutive_failures": 0,
    "status": "alive"
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  "price_extras": {
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    "unit_cost": null
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  "reported_success": null,
  "feedback": "If you actually use this provider, call report_outcome with the result. Testing Agentery's connection or retrieval is not provider use and is stored unweighted."
}