{
    "statement": "of large US organizations require a person to validate AI agent outputs, up from 22% in Q1 2025 (KPMG, Q1 2026)",
    "value_display": "63%",
    "value_numeric": 63,
    "unit": "%",
    "data_label": "Q1 2026",
    "data_period_end": "2026-03-17",
    "region": "USA",
    "size": "large",
    "source": {
        "name": "AI Quarterly Pulse Survey",
        "publisher": "KPMG LLP (US)",
        "type": "survey",
        "url": "https://kpmg.com/"
    },
    "source_url": "https://kpmg.com/us/en/media/news/q1-ai-pulse2026.html",
    "source_quote": "63% percent now require human validation of AI agent outputs, up from 22% in Q1 2025",
    "verification_note": "Read on kpmg.com (Q1 2026 release, 31 Mar 2026) on 2026-10-23.",
    "verified_at": "2026-10-23T00:00:00+00:00",
    "margin_of_error": null,
    "dont_know": null,
    "data_table": null,
    "revisions": [],
    "page_url": "https://digitaltreed.com/statistics/ai-agents/orgs-require-human-validation-agents",
    "csv_url": "https://digitaltreed.com/statistics/ai-agents/orgs-require-human-validation-agents.csv"
}