Buildinc Multiagent Architectu

{
  "agent_id": "buildinc_multiagent_architectu",
  "name": "Buildinc Multiagent Architectu",
  "url": "https://zenml.io/llmops-database/multi-agent-architecture-for-automating-commercial-real-estate-development-workflows",
  "logo": "https://agentery.com/logos/CP-J9SG5G-256.png",
  "niche": "ai-real-estate-agent",
  "category": "real-estate",
  "short_summary": "automates commercial real estate development workflows, specifically land diligence research for data center and energy infrastructure projects",
  "task_performed": "automates commercial real estate development workflows, specifically land diligence research for data center and energy infrastructure projects",
  "inputs_accepted": [
    "land/property data from 30,000+ US jurisdictions",
    "regulatory data sources",
    "proprietary datasets",
    "JSON configuration files"
  ],
  "outputs_produced": [
    "land diligence analysis and risk evaluation reports"
  ],
  "integrations_available": [
    "LangGraph",
    "LangChain",
    "FastAPI",
    "OpenAI"
  ],
  "protocols_or_interfaces": [
    "MCP"
  ],
  "industry_fit": [
    "commercial real estate development"
  ],
  "autonomy_level": "agentic",
  "human_approval_needed": "unclear",
  "pricing_model": "unclear",
  "price": {
    "observed": true,
    "billing": "freemium",
    "currency": "USD",
    "lowest_monthly_usd": 39,
    "monthly_usd": 39,
    "headline": "Free tier, then from $39/mo",
    "summary": "Free tier, then from $39/mo. ZenML offers free open-source editions, a $39/month cloud plan for Kitaru, a $999/month Scale plan for ZenML, and custom-priced enterprise tiers.",
    "confidence": "high",
    "source_url": "https://www.zenml.io/pricing",
    "checked_at": "2026-09-02T04:21:36.634Z",
    "amount": 39,
    "display": "From $39/mo",
    "plans": [
      {
        "name": "Open Source (Kitaru)",
        "price": "Free",
        "period": null,
        "persona": "other",
        "highlights": [
          "Unlimited replays",
          "Unlimited agents",
          "Self-hosted infrastructure",
          "Community support"
        ],
        "price_annual": null
      },
      {
        "name": "Cloud (Kitaru)",
        "price": "$39/month",
        "period": "month",
        "persona": "pro",
        "highlights": [
          "3 agents",
          "2 seats",
          "90-day session retention",
          "Hosted dashboard and control plane"
        ],
        "price_annual": null
      },
      {
        "name": "Enterprise (Kitaru)",
        "price": "Custom",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Unlimited agents",
          "Custom seats and retention",
          "SSO",
          "Audit logs"
        ],
        "price_annual": null
      },
      {
        "name": "Open Source (ZenML)",
        "price": "Free",
        "period": null,
        "persona": "other",
        "highlights": [
          "Unlimited executions",
          "Unlimited projects",
          "Pipeline and flow orchestration",
          "Community support"
        ],
        "price_annual": null
      },
      {
        "name": "Scale (ZenML)",
        "price": "$999/month",
        "period": "month",
        "persona": "team_sme",
        "highlights": [
          "Up to 5,000 monthly executions per workspace",
          "3 projects",
          "5 snapshots",
          "Model and artifact control planes"
        ],
        "price_annual": null
      },
      {
        "name": "Enterprise (ZenML)",
        "price": "Custom",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "Unlimited executions",
          "Unlimited projects",
          "SSO",
          "Air-gapped deployment"
        ],
        "price_annual": null
      }
    ],
    "source": "render+llm"
  },
  "trust_or_rating_signal": [
    "case study",
    "GitHub stars (5,449)"
  ],
  "evidence_quality": "medium",
  "entity_type": "agent",
  "regulated_data_suitability": "unclear",
  "evidence_urls": [
    "https://zenml.io/llmops-database/multi-agent-architecture-for-automating-commercial-real-estate-development-workflows",
    "https://www.zenml.io/llmops-database/multi-agent-architecture-for-automating-commercial-real-estate-development-workflows"
  ],
  "last_checked": "2026-06-16",
  "how_to_connect": {
    "website": "https://zenml.io/llmops-database/multi-agent-architecture-for-automating-commercial-real-estate-development-workflows",
    "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": 205,
    "uptime_7d": 1,
    "checked_at": "2026-09-02T02:32:09.875Z",
    "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."
}