{
  "metadata": {
    "archive_id": "NBC-AIF-017",
    "user_label": "The human side of AI: people, leadership and readiness for change",
    "title": "BUSINESS TODAY | EMPLOYEES PERFORMANCE IN THE AGE",
    "video_id": "z2_eJoKVbUY",
    "url": "https://www.youtube.com/watch?v=z2_eJoKVbUY",
    "channel": "NBC Digital News",
    "duration_seconds": 688,
    "upload_date": "2026-07-09",
    "air_date": null,
    "access_date": "2026-10-24",
    "canonical_path": "/ai-focus/nbc-aif-017/",
    "publication_status": "Source-linked feature and author perspective",
    "transcript_status": "YouTube export returned no available transcript",
    "transcript_audio_checked": false,
    "metadata_basis": "YouTube title, player duration and expanded description inspected 24 October 2026. Source title retained exactly as displayed."
  },
  "sources": [
    {
      "id": "H01",
      "title": "NBC Digital News: employees performance interview",
      "url": "https://www.youtube.com/watch?v=z2_eJoKVbUY",
      "locator": "Expanded description: Shavonne Ruch, Connect & Thrive, workplace wellbeing, leadership, culture and readiness for change. Upload 9 July 2026; player duration 11:28."
    },
    {
      "id": "H02",
      "title": "Connect & Thrive: organisational diagnostics and people strategy",
      "url": "https://www.connectandthrive.co/",
      "locator": "Homepage, ecosystem and scope of work; inspected in browser 24 October 2026. Provider-authored description, not an independent evaluation."
    },
    {
      "id": "H03",
      "title": "Connect & Thrive: partner ecosystem",
      "url": "https://www.connectandthrive.co/partners#joel-tiago",
      "locator": "Joel Tiago profile identifies AISOD founder/CEO and applied-AI capability. Public listing establishes the stated relationship, not contract terms or measured results."
    },
    {
      "id": "H04",
      "title": "Shavonne Ruch: executive and personal coaching",
      "url": "https://shavonneruch.co/",
      "locator": "Homepage explains coaching priorities: wellbeing, patterns, direction and practical routines. Provider-authored description; no assessment of clinical services or effectiveness made here."
    },
    {
      "id": "H05",
      "title": "Joel Tiago: the human aspect of AISOD’s work",
      "url": "",
      "locator": "Author account supplied 24 October 2026: technical work should include people and organisational needs, with interest in collaborators such as Shavonne Ruch."
    }
  ]
}