{
  "term": {
    "id": "lex:cld",
    "slug": "cld",
    "term": "CLD",
    "aliases": [
      "Cognitive Loop Development Framework",
      "CLD — Cognitive Loop Development Framework"
    ],
    "kind": "canon",
    "type": "framework",
    "definition": "Cognitive Loop Development (CLD) Framework — a project management methodology specifically designed for AI-centric product builds. Three parallel autonomous workstreams (Loops) converging at key milestones: (1) Core Engine Loop (AI brain — data sourcing, model training, scoring, XAI), (2) Platform Loop (product body — UI/UX, APIs, databases, security), (3) Go-to-Market Loop (business voice — legal, finance, sales, SOPs). PM acts as the central Conductor synchronizing loops. Also called the Trident Development Framework in the v2.0 execution blueprint (same concept, evolved branding). Named methodology with full phase breakdown, team blueprint, risk register, financial projections, SOP suite, and legal document arsenal developed inside UnderwriteX build process.",
    "definition_basis": "verbatim",
    "definition_source": "https://app.notion.com/p/339a981d75b6815e8eebf20fa8320c60",
    "provenance": [
      {
        "source": "notion",
        "ref": "https://app.notion.com/p/339a981d75b6815e8eebf20fa8320c60",
        "captured_at": "2026-07-25"
      }
    ],
    "related": [
      "lex:underwritex"
    ],
    "status": "published",
    "first_seen": "2026-04-04",
    "source_ids": [
      "ip:RE-FRAME-UWRX-CLD-1.0-BUILT"
    ]
  },
  "url": "https://lexicon.neuruh.com/t/cld",
  "cite": "lex:cld — Neuruh Lexicon v1.0.0",
  "lexicon_version": "1.0.0",
  "content_hash": "0a2bb72426e976507b89a3172a8c5671b6fe136f6e54ce8499ec1d890ac7e851"
}