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      "source_type": "own_site",
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      "verified_by": "agent",
      "note": "Webbplatsen använder kortformen Scaleout."
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      "status": "confirmed",
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      "verified_by": "agent"
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    "description": {
      "value": "Utvecklar plattformen Scaleout Edge för federerad maskininlärning på edge-enheter, byggd på ramverket FEDn. SDK:n finns som öppen källkod (Apache-2.0) på GitHub.",
      "status": "claimed",
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      "source_type": "own_docs",
      "verified_at": "2026-10-04",
      "verified_by": "agent",
      "note": "Uppgiften kommer från README i bolagets eget kodförråd."
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      "verified_by": "agent",
      "note": "Forskning enligt www.scaleoutsystems.com/company: bolaget grundades av forskare vid Uppsala universitet och anger över 100 publicerade artiklar."
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      "verified_at": "2026-10-04",
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      "note": "Startsidan nämner bland annat federerad inlärning för försvarsändamål, taktiskt datorseende och AI för drönare."
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      "verified_by": "agent",
      "note": "Registreringsår enligt allabolag. Egen webbplats anger att bolaget grundades 2018."
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      "status": "confirmed",
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        "kind": "produkt",
        "title": "Scaleout Edge: plattform för att bygga och driva AI på edge-enheter",
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      "id": "scaleout-systems",
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