{
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    "headline": "You can't optimize what you can't see.",
    "description": "AI spend outrunning your budget? The same mistakes on every team? gjalla monitors the agent sessions across your company, finds the waste and repeated mistakes, and measures what each fix changed.",
    "evidence": "https://gjalla.io/",
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    "basis": "first_observation",
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  },
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    {
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      "variants": [
        {
          "headline": "You can't optimize what you can't see.",
          "subhead": "AI spend outrunning your budget? The same mistakes on every team? gjalla monitors the agent sessions across your company, finds the waste and repeated mistakes, and measures what each fix changed.",
          "observed_at": "2026-11-12T11:23:11.604Z",
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      "headline": "You can't optimize what you can't see.",
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      "to": "2026-11-12T11:23:11.604Z",
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      "evidence": "https://gjalla.io/",
      "evidence_kind": "live_capture",
      "seen": {
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      },
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  "method": {
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    "description": "https://startuphistory.org/method"
  },
  "license": "CC-BY-4.0",
  "cite": "StartupHistory, “gjalla” company record, https://startuphistory.org/c/gjalla.io"
}