Buildinc Multiagent

{
  "agent_id": "buildinc_multiagent_architectu",
  "name": "Buildinc Multiagent",
  "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",
    "source_kind": "vendor",
    "currency": "USD",
    "lowest_monthly_usd": 39,
    "monthly_usd": 39,
    "headline": "Free plan; paid from $39/mo",
    "commercial": {
      "entry_offer": {
        "line": "Starter",
        "monthly_native": 39,
        "monthly_usd": 39,
        "commitment": "monthly",
        "basis": "$39/month",
        "billing_verified": true
      },
      "currency": "USD",
      "lines": [
        {
          "name": "Open Source",
          "price": "Free",
          "kind": "free",
          "billed": "monthly"
        },
        {
          "name": "Starter",
          "price": "$39 /month",
          "kind": "base_subscription",
          "billed": "monthly"
        },
        {
          "name": "Enterprise",
          "price": "Custom",
          "kind": "custom"
        }
      ]
    },
    "summary": "Free plan; paid from $39/mo. ZenML offers a free self-hosted plan, a $39/month Starter SaaS plan, and custom-priced Enterprise hosting.",
    "confidence": "high",
    "source_url": "https://www.zenml.io/pricing",
    "checked_at": "2026-10-30T01:25:36.406Z",
    "amount": 39,
    "display": "From $39/mo",
    "plans": [
      {
        "name": "Open Source",
        "price": "Free",
        "period": null,
        "persona": "other",
        "highlights": [
          "Self-hosted",
          "ZenML and Kitaru under Apache 2.0",
          "Pipelines, agents and artifacts",
          "Community support"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Starter",
        "price": "$39 /month",
        "period": "month",
        "persona": "individual",
        "highlights": [
          "SaaS",
          "1 agent and 1 ZenML project",
          "Unlimited seats",
          "Hosted ZenML and Kitaru"
        ],
        "promo_note": null,
        "price_promo": null,
        "price_annual": null
      },
      {
        "name": "Enterprise",
        "price": "Custom",
        "period": null,
        "persona": "enterprise",
        "highlights": [
          "More agents, projects or workspaces",
          "On-prem or air-gapped",
          "SSO, SCIM, custom roles and audit logs",
          "SLA and a named engineer"
        ],
        "promo_note": null,
        "price_promo": null,
        "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": "2026-10-30",
  "profile_checked": "2026-06-16",
  "price_checked": "2026-10-30",
  "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"
    ],
    "install": null,
    "repository": null,
    "note": "Speaks MCP but publishes no endpoint we could verify — check the docs/website."
  },
  "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": {
      "source_url": "https://www.zenml.io/pricing",
      "last_observed_day": "2026-10-30",
      "age_days": 0,
      "verified_day": null,
      "note": "from the listing's current price record; no separate page-text verification is held"
    },
    "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": 553,
    "uptime_7d": 1,
    "checked_at": "2026-10-30T02:32:48.268Z",
    "consecutive_failures": 0,
    "status": "alive"
  },
  "price_extras": {
    "free_tier": null,
    "unit_cost": null
  },
  "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."
}