{
  "@context": "https://schema.org",
  "@type": "SoftwareApplication",
  "@id": "https://www.insightits.com/products/digit-drop-lab.html",
  "slug": "digit-drop-lab",
  "canonicalName": "Digit Drop Lab",
  "name": "Digit Drop Lab",
  "canonicalUrl": "https://www.insightits.com/products/digit-drop-lab.html",
  "knowledgeUrl": "https://www.insightits.com/catalog/digit-drop-lab.json",
  "markdownUrl": "https://www.insightits.com/catalog/digit-drop-lab.md",
  "family": "demo",
  "infraFamily": null,
  "recordType": "demo",
  "status": "published",
  "parentProduct": "prismmanifest",
  "whatItIs": "Attention lab for PrismManifest: 10-second punch on a fixed Form 1040 pack — $450,000 vs AI $45,000, blocked, wrong by $60,750.",
  "problem": "OCR/LLM digit drops look plausible until a deterministic tax engine runs the wrong AGI.",
  "isNot": [
    "The Website Hub chat",
    "A second backend — same POST /api/agents/prismmanifest-demo/run as the full demo",
    "A live fax corpus (pilot OSS fixture only)"
  ],
  "alternatives": [
    {
      "name": "PrismManifest Money Path Demo",
      "relationship": "Depth demo on the same gate and API. Parent product is PrismManifest.",
      "url": "https://www.insightits.com/products/prismmanifest-demo.html"
    }
  ],
  "features": [
    {
      "name": "Document evidence",
      "description": "Form 1040 · tax year 2024 · Line 11 AGI $450,000.00."
    },
    {
      "name": "Drop a digit",
      "description": "AI proposes $45,000 → Blocked — engine does not run · Wrong by $60,750."
    },
    {
      "name": "Correct extract",
      "description": "AI proposes $450,000 → Allowed — engine may run · then try digit-drop."
    }
  ],
  "architecture": "POST /api/agents/prismmanifest-demo/run with use_case=tax and scenario=digit_drop|correct. Live gate binds Form 1040 Line 11 AGI.",
  "useCases": [
    "Show a blocked digit-drop before the tax engine runs"
  ],
  "benchmarks": {
    "published": false,
    "summary": "No published vendor benchmark for this product. Do not invent metrics.",
    "disclosures": [
      "No published vendor benchmark for this product. Do not invent metrics."
    ],
    "urls": []
  },
  "github": "https://github.com/insightitsGit/PrismManifest",
  "pypi": "https://pypi.org/project/prismmanifest/0.3.4/",
  "documentation": [
    {
      "title": "Parent: PrismManifest",
      "url": "https://www.insightits.com/products/prismmanifest.html"
    },
    {
      "title": "https://www.insightits.com/products/prismmanifest-demo.html",
      "url": "https://www.insightits.com/products/prismmanifest-demo.html"
    },
    {
      "title": "https://github.com/insightitsGit/PrismManifest",
      "url": "https://github.com/insightitsGit/PrismManifest"
    },
    {
      "title": "https://pypi.org/project/prismmanifest/0.3.4/",
      "url": "https://pypi.org/project/prismmanifest/0.3.4/"
    },
    {
      "title": "lab",
      "url": "https://www.insightits.com/products/digit-drop-lab.html"
    }
  ],
  "install": "pip install \"prismmanifest==0.3.4\". Soft CTA MANIFEST.",
  "version": "0.3.4",
  "relatedProducts": [
    "prismmanifest",
    "prismmanifest-demo"
  ],
  "publisher": {
    "@type": "Organization",
    "name": "Insight IT Solutions",
    "legalName": "Insight IT Solutions LLC",
    "url": "https://www.insightits.com"
  }
}