{
  "name": "DemandLoom Studio",
  "slug": "demandloom-studio",
  "subtitle": "See demand ahead",
  "category": "analytics",
  "description": "Compare forecast horizons and demand scenarios on an original synthetic series.",
  "method": "Chronological model selection, holdout diagnostics and empirical uncertainty bands.",
  "limits": "Precomputed examples; future accuracy and band coverage are not guaranteed.",
  "provenance": "Original synthetic fixtures generated from the project engine. No operational or personal records.",
  "source_visibility": "private",
  "url": "https://mklab.co.technology/apps/demandloom-studio/",
  "run_url": "https://mklab.co.technology/apps/demandloom-studio/run/",
  "edition": "Precomputed synthetic browser edition",
  "publication_date": "2026-10-08"
}