{
  "schema_version": "2026.11",
  "gazette": "Sell AI Training Data Valuation Gazette (sellaitrainingdata.org)",
  "updated_at": "2026-11-12T00:00:00Z",
  "pre_licensing_readiness_audit": {
    "step_1_ip_and_consent_chain": {
      "verify_first_party_copyright_ownership": true,
      "audit_customer_tos_or_creator_agreements_for_ai_restrictions": true,
      "bipa_voice_and_likeness_release_check": true
    },
    "step_2_privacy_and_scrubbing": {
      "clinical_data": "45 CFR 164.514(b) Expert Determination + DICOM pixel burn-in removal",
      "telecom_audio": "Dual-channel acoustic PII muting + transcript regex/NER scrub",
      "video_footage": "Automated license-plate, bystander face, and screen-PII blurring where required"
    },
    "step_3_clean_room_and_canary_protection": {
      "max_pre_sale_sample_exposure_pct": 1,
      "seed_cryptographic_canary_rows_pct": 2,
      "prohibit_buyer_gradient_updates_during_trial": true
    },
    "step_4_commercial_term_structure": {
      "default_recommendation": "24-to-36 month Non-Exclusive Training License across 3–5 buyers",
      "broker_net_revenue_share_floor_pct": 65,
      "retain_100_pct_underlying_copyright": true
    }
  }
}