{"ai_json_enabled":true,"answer":"Implement a Change Control process with clearly assigned owners for each data stream, strict versioning, and cross-location review. Use a centralized Change Log to document what changed, why, and when, and require approvals before updates propagate to AI-facing outputs. Maintain a canonical central fact set in the Business Brain and attach locale-specific updates to spokes that reference this core content. Include automated drift checks and a rollback plan so asynchronous updates don\u2019t break existing AI citations. This provides auditable consistency across brands while allowing local relevance.","answer_source":"approved_business_brain_plus_existing_public_conversation","category":"Control Centre and Management","category_slug":"control-centre-and-management","created_at":"2026-09-18T19:31:12+00:00","daily_publish_cap":5,"date_published":"2026-09-18","display_date":"2026-09-18","drip_batch":"daily_otc_mixed_intelligence_layer","drip_status":"published_topup","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"otc-daily-20260918-c7385126","image_ids":[],"image_url":"","last_updated":"2026-09-18T19:32:21+00:00","local_cache_status":"pending_airtable_sync","publish_status":"published","published":true,"published_at":"2026-09-18T19:31:12+00:00","question":"What governance checks ensure local AI outputs remain consistent with central facts when updates happen asynchronously?","question_intent":"natural_otc_conversation","rss_enabled":true,"rss_pub_date":"Fri, 18 Sep 2026 19:31:12 GMT","scheduled_for":"2026-09-18T19:31:12+00:00","schema_enabled":true,"site_key":"owntheconversationonline","slug":"what-governance-checks-ensure-local-ai-outputs-remain-consistent-with-central-facts-when-updates-happen-asynchronously","source":"daily_qa_otc_connected_followup","source_queue_id":"","source_record_ids":[],"source_type":"daily_qa_otc_connected_followup","source_urls":[],"status":"active","tags":["Governance","Versioning","Drift","Asynchronous Updates","daily OTC conversation","connected followup","daily drip"],"updated_at":"2026-09-18T19:32:21+00:00"}