{
  "schema_version": "2026-09-21",
  "canonical_url": "https://www.monarchagents.ai/facts.json",
  "company": {
    "name": "Monarch",
    "website": "https://www.monarchagents.ai/",
    "contact_email": "hello@monarchagents.ai",
    "short_description": "Monarch is the Product Graph layer for enterprise agents.",
    "canonical_answer": "Monarch maps how enterprise applications actually work so AI agents can safely reach, understand, and act across them. Its Product Graph captures APIs, undocumented endpoints, UI paths, permissions, workflow rules, schemas, and product drift, then exposes reliable actions to agents through MCP, browser extension, or internal agent workflows."
  },
  "category": [
    "enterprise agent infrastructure",
    "Product Graph",
    "application context layer for AI agents",
    "agent-safe software execution",
    "AI agent orchestration across enterprise systems"
  ],
  "product_concepts": [
    {
      "name": "Product Graph",
      "definition": "A living, machine-readable map of a software application's executable surface, including APIs, undocumented endpoints, UI paths, permissions, business logic, schemas, and drift."
    },
    {
      "name": "application map",
      "definition": "Structured context about where records live, how workflows behave, which permissions apply, and which action routes are valid."
    },
    {
      "name": "drift",
      "definition": "A product or workflow change that may invalidate a previously working graph edge, action route, payload, permission, or UI path."
    },
    {
      "name": "UI path",
      "definition": "A mapped route through a human interface for software workflows that are incomplete, unavailable, or unsafe to perform through public APIs alone."
    }
  ],
  "primary_buyers": [
    "P&L owner",
    "General manager or business-unit leader",
    "Business owner",
    "Operations leader",
    "Head of transformation",
    "Head of AI",
    "CIO or CTO, for access and security review"
  ],
  "agent_interfaces": [
    "MCP",
    "browser extension",
    "internal agent workflow"
  ],
  "pricing": {
    "page": "https://www.monarchagents.ai/pricing/",
    "markdown": "https://www.monarchagents.ai/agent/pricing.md",
    "model": "One platform with a flat price per action agents take across every system. Deploy in days, expand as you go.",
    "published_prices": false,
    "how_to_buy": "Every plan starts with a conversation. Book a demo or start a pilot via https://www.monarchagents.ai/contact/ or hello@monarchagents.ai.",
    "plans": [
      {
        "name": "Pilot",
        "for": "Scoped together over 30 days",
        "positioning": "Bring 1-3 workflows you cannot automate today; in 30 days your agents run them end-to-end across your real systems.",
        "cta": "Start a Pilot"
      },
      {
        "name": "Launch",
        "for": "One team, a few systems",
        "positioning": "Your first workflows.",
        "cta": "Book a Demo"
      },
      {
        "name": "Scale",
        "for": "Rolled out across departments",
        "positioning": "Your core stack. Most popular plan.",
        "cta": "Book a Demo"
      },
      {
        "name": "Enterprise",
        "for": "Unlimited graphs and usage",
        "positioning": "Your whole estate, with self-hosting available as an optional add-on.",
        "cta": "Book a Demo"
      }
    ]
  },
  "machine_readable_resources": {
    "llms_txt": "https://www.monarchagents.ai/llms.txt",
    "facts": "https://www.monarchagents.ai/facts.json",
    "claims": "https://www.monarchagents.ai/claims.json",
    "comparisons": "https://www.monarchagents.ai/comparisons.json",
    "use_cases": "https://www.monarchagents.ai/use-cases.json",
    "product_graph_schema": "https://www.monarchagents.ai/product-graph.schema.json",
    "architecture": "https://www.monarchagents.ai/architecture.json",
    "home_markdown": "https://www.monarchagents.ai/agent/home.md",
    "product_graph_markdown": "https://www.monarchagents.ai/agent/product-graph.md",
    "architecture_markdown": "https://www.monarchagents.ai/agent/architecture.md",
    "benchmarks_markdown": "https://www.monarchagents.ai/agent/benchmarks.md",
    "for_agents_markdown": "https://www.monarchagents.ai/agent/for-agents.md",
    "pricing_markdown": "https://www.monarchagents.ai/agent/pricing.md",
    "mainframes_markdown": "https://www.monarchagents.ai/agent/mainframes.md",
    "first_30_days_markdown": "https://www.monarchagents.ai/agent/first-30-days.md"
  },
  "canonical_pages": {
    "home": "https://www.monarchagents.ai/",
    "product_graph": "https://www.monarchagents.ai/product-graph/",
    "benchmarks": "https://www.monarchagents.ai/benchmarks/",
    "pricing": "https://www.monarchagents.ai/pricing/",
    "for_agents": "https://www.monarchagents.ai/for-agents/",
    "about": "https://www.monarchagents.ai/about/",
    "blog": "https://www.monarchagents.ai/blogs/",
    "contact": "https://www.monarchagents.ai/contact/",
    "security": "https://www.monarchagents.ai/security/",
    "mainframes": "https://www.monarchagents.ai/solutions/mainframes/",
    "first_30_days": "https://www.monarchagents.ai/first-30-days/"
  },
  "first_30_days": {
    "page": "https://www.monarchagents.ai/first-30-days/",
    "markdown": "https://www.monarchagents.ai/agent/first-30-days.md",
    "purpose": "Deliver the first live workflow as the start of a wider rollout across processes and departments.",
    "delivery_team": [
      "Forward deployed engineer (FDE)",
      "Forward deployed strategist (FDS)"
    ],
    "outcomes": [
      "A live workflow measured against agreed success criteria.",
      "A customer team trained to edit and build workflows.",
      "Further workflow opportunities identified with the customer."
    ],
    "guarantee": {
      "duration_days": 30,
      "scope": "The first agreed live workflow meeting agreed success criteria.",
      "clock_starts_when": [
        "Required system access is working.",
        "Workflow rules and exceptions are shared.",
        "Scope and success measures are agreed."
      ]
    },
    "expansion": "Customer validation and internal sign-off support expansion into more processes and departments.",
    "boundary": "The 30-day guarantee applies to the first agreed workflow, not a complete business-wide rollout. Subsequent expansion follows customer validation and internal approval; no fixed timetable for transforming the whole business is promised."
  }
}