{
  "protocolVersion": "0.2.0",
  "name": "AI First Data",
  "description": "aifirstdata.com helps data leaders; RevOps operators; finance teams; and founders with scattered spreadsheets; warehouses; dashboards; and documents ask business questions; generate trusted reports; detect anomalies; and route verified insights into operating workflows by delivering a governed AI data analyst and data operations platform with purpose-built workflows and governance. It matters because reporting cycles are too slow and trust in generic AI over company data is still weak; and the AI-native system profiles schemas; maps metric definitions; validates query results; explains assumptions; and learns from approved analyses.",
  "url": "https://aifirstdata.com/#agent-pane",
  "preferredTransport": "HTTP",
  "iconUrl": "https://aifirstdata.com/favicon.svg",
  "version": "1.0.0",
  "documentationUrl": "https://aifirstdata.com/llms.txt",
  "provider": {
    "organization": "NetShow.AI",
    "url": "https://netshow.ai"
  },
  "capabilities": {
    "streaming": false,
    "pushNotifications": false,
    "stateTransitionHistory": false
  },
  "defaultInputModes": [
    "text/plain",
    "application/json"
  ],
  "defaultOutputModes": [
    "text/plain",
    "application/json"
  ],
  "skills": [
    {
      "id": "skill-1",
      "name": "revenue change explanation skill",
      "description": "revenue change explanation skill",
      "tags": [
        "Enterprise Software",
        "AI data analyst and data operations platform"
      ]
    },
    {
      "id": "skill-2",
      "name": "KPI dashboard build skill",
      "description": "KPI dashboard build skill",
      "tags": [
        "Enterprise Software",
        "AI data analyst and data operations platform"
      ]
    },
    {
      "id": "skill-3",
      "name": "anomaly triage skill",
      "description": "anomaly triage skill",
      "tags": [
        "Enterprise Software",
        "AI data analyst and data operations platform"
      ]
    },
    {
      "id": "skill-4",
      "name": "board-report pack skill",
      "description": "board-report pack skill",
      "tags": [
        "Enterprise Software",
        "AI data analyst and data operations platform"
      ]
    },
    {
      "id": "skill-5",
      "name": "SQL validation skill",
      "description": "SQL validation skill",
      "tags": [
        "Enterprise Software",
        "AI data analyst and data operations platform"
      ]
    },
    {
      "id": "skill-6",
      "name": "metric-definition reconciliation skill",
      "description": "metric-definition reconciliation skill",
      "tags": [
        "Enterprise Software",
        "AI data analyst and data operations platform"
      ]
    },
    {
      "id": "skill-7",
      "name": "CRM pipeline forecast skill",
      "description": "CRM pipeline forecast skill",
      "tags": [
        "Enterprise Software",
        "AI data analyst and data operations platform"
      ]
    },
    {
      "id": "skill-8",
      "name": "finance variance analysis skill",
      "description": "finance variance analysis skill",
      "tags": [
        "Enterprise Software",
        "AI data analyst and data operations platform"
      ]
    }
  ],
  "identity": "Agent passport for aifirstdata.com: identity is AI First Data website and workflow agent; capabilities include explaining the business, qualifying leads, running the demo or game, summarizing use cases, exposing safe product metadata, and handing off to Analyze My Data. Allowed MCP/tool surface may ",
  "category": "Enterprise Software",
  "subcategory": "AI data analyst and data operations platform",
  "languages": [
    "en",
    "es",
    "fr",
    "de",
    "pt",
    "ar",
    "zh",
    "ja",
    "hi",
    "fil"
  ],
  "tools": [
    "connect data source",
    "profile schema",
    "read metric definitions",
    "generate SQL",
    "execute read-only query",
    "validate result",
    "build chart",
    "create dashboard card",
    "schedule report",
    "send Slack or email summary",
    "open approval request",
    "export CSV or PDF",
    "update data catalog",
    "log lineage"
  ],
  "integrations": [
    "CSV",
    "spreadsheets",
    "Snowflake",
    "BigQuery",
    "Postgres",
    "dbt",
    "Looker",
    "Tableau",
    "CRM",
    "accounting",
    "product analytics",
    "Slack",
    "email",
    "auth",
    "vector search",
    "warehouse metadata",
    "audit logs."
  ],
  "actions": [
    {
      "id": "read-business",
      "name": "Read business facts",
      "method": "GET",
      "endpoint": "https://aifirstdata.com/business-content.json"
    },
    {
      "id": "contact",
      "name": "Prepare a consented email draft",
      "method": "GET",
      "target": "https://aifirstdata.com/#contact"
    }
  ],
  "endpoints": {
    "web": "https://aifirstdata.com/",
    "knowledge": "https://aifirstdata.com/business-content.json"
  },
  "a2a": {
    "reply_format": [
      "summary",
      "ICP",
      "capabilities",
      "data/context",
      "integration surface",
      "contact path",
      "boundaries"
    ],
    "autonomy": "read-safe operations without human-in-the-loop; external/irreversible actions require approval"
  },
  "guardrails": [
    "Claims protocol for aifirstdata.com: safe claims include designed to answer governed data questions; show sources and assumptions; support approval workflows; h",
    "Avoid claiming perfect accuracy, analyst replacement, compliance certification, revenue impact, or time savings without pilots; safer language is source-backed ",
    "Govern/assure protocol: every agent action receives a trace log, source/context summary, confidence score, policy check, and rollback path where possible. Low-r",
    "Fiduciary and liability boundary: operate through a clear legal entity that owns the product, customer terms, data processing rules, and final accountability. C"
  ],
  "policies": {
    "privacy": "https://aifirstdata.com/privacy",
    "terms": "https://aifirstdata.com/terms",
    "security": "https://aifirstdata.com/.well-known/security.txt"
  },
  "contact": {
    "web": "https://aifirstdata.com/contact",
    "vendor": "NetShow.AI"
  },
  "made_in": "United States",
  "voiceAdmission": {
    "door": "https://app.netshow.ai/api/widget/voice/mint-url/aifirstdata-com",
    "policy": "Existing origin admission and voice ceiling required; captions remain available."
  }
}