{
  "apiVersion": "v1",
  "passage": {
    "id": "cloudflare-security-agent-processes-over-7-billion-tokens-2026",
    "text": "we have a security agent that processes over 7 billion tokens per day on Kimi. That would cost an estimated $2.4M per year on a mid-tier proprietary model. But on Workers AI, it’s 77% cheaper.",
    "speaker": null,
    "role": null,
    "organization": "Cloudflare",
    "aiVendor": true,
    "work": {
      "title": "The AI engineering stack we built internally, on the platform we ship",
      "type": "post",
      "date": "2026-04-20",
      "publisher": "Cloudflare blog",
      "locator": "Act 1, \"How we increasingly leverage Workers AI\"",
      "url": "https://blog.cloudflare.com/internal-ai-engineering-stack/"
    },
    "grade": "B",
    "verification": {
      "status": "reported"
    },
    "topics": [
      "ai-cost-and-spend",
      "security"
    ],
    "functions": [
      "engineering"
    ],
    "figures": [
      {
        "metric": "tokens-per-day",
        "value": 7000000000,
        "unit": "count",
        "period": "per day, security agent on Kimi K2.5",
        "definition": "Tokens processed by an internal security agent (stated as over 7 billion)",
        "level": "n/a"
      },
      {
        "metric": "cost-saving",
        "value": 0.77,
        "unit": "share",
        "period": "versus an estimated $2.4M per year on a mid-tier proprietary model",
        "definition": "Stated saving from running the security agent on Workers AI, Cloudflare's own product",
        "level": "n/a"
      }
    ],
    "context": "Cloudflare sells Workers AI, the product it describes running this agent on.",
    "url": "https://the-ai-record.com/passages/cloudflare-security-agent-processes-over-7-billion-tokens-2026"
  },
  "notice": [
    "Every passage is reproduced word for word from the cited source.",
    "Check the verification status: \"reported\" means not yet confirmed by an independent second reader.",
    "Organizations flagged aiVendor sell AI tooling and have a reason to publish flattering numbers.",
    "An empty result means the archive holds nothing on it, not that nobody has said anything."
  ]
}