{
  "id": "studio-12143c81-f1f6-452b-8ab9-d8bd077d58bd",
  "scope": "studio_project",
  "source_of_truth": "supabase.studio_artifacts",
  "source_path": "studio_artifacts/12143c81-f1f6-452b-8ab9-d8bd077d58bd",
  "source_kind": "supabase_json",
  "visibility": "internal",
  "renderer_id": "design_doc.dreamborn-forge.generated.v1",
  "design_system": "dreamborn-design-system:forge",
  "generated_at": "2026-05-09T13:00:56.413Z",
  "artifact_type": "intent",
  "schema_version": "studio_artifact.generated.v1",
  "title": "KnowledgeVault AI intent",
  "summary": "Manufacturing and distribution companies face an institutional knowledge cliff as experienced employees retire. Decades of irreplaceable tacit knowledge — product quirks, troubleshooting heuristics, application expertise — walks out the door with no scalable way to capture it first.",
  "status": "approved",
  "version": 1,
  "phase_id": null,
  "project_id": "572d75d0-3088-4055-be75-601d25442c61",
  "project_slug": "bezeliq-knowledgevault-ai-572d75d0",
  "project_title": "KnowledgeVault AI",
  "client_id": "bezeliq",
  "platform_project_id": "0.0.8773774",
  "format_source": "supabase_json",
  "content_shape": [
    "goal",
    "users",
    "problem",
    "brand_voice",
    "project_name",
    "ux_philosophy",
    "scope_boundary",
    "non_negotiables",
    "success_metrics",
    "what_wrong_looks_like"
  ],
  "sections": [
    {
      "title": "Problem",
      "level": 2,
      "body": "Manufacturing and distribution companies face an institutional knowledge cliff as experienced employees retire. Decades of irreplaceable tacit knowledge — product quirks, troubleshooting heuristics, application expertise — walks out the door with no scalable way to capture it first."
    },
    {
      "title": "Goal",
      "level": 2,
      "body": "Build a category-defining two-sided marketplace that connects retiring experts with manufacturers and distributors who need their knowledge captured, structured, and made AI-ready. Validate product-market fit with 5+ pilot distributors within 12 weeks, 50+ expert profiles and 10+ active company projects in beta."
    },
    {
      "title": "Success Metrics",
      "level": 2,
      "body": "- 5+ pilot distributors signed within 12 weeks\n- 50+ expert profiles and 10+ active company projects in beta\n- Project completion rate — % of contracted projects that deliver usable knowledge assets\n- Expert retention — experts who complete one project and return for a second\n- MRR and 10-15% commission volume on expert transactions\n- Knowledge retrieval accuracy — answers are grounded in expert-provided content\n- Onboarding time reduction for buyers who deploy knowledge assets to new hires"
    }
  ],
  "html_path": "projects/bezeliq-knowledgevault-ai-572d75d0/artifacts/intent-12143c81.html",
  "json_path": "projects/bezeliq-knowledgevault-ai-572d75d0/artifacts/intent-12143c81.json"
}