{"ai_json_enabled":true,"answer":"Read-only access lets analysis and reporting tools inspect code, analytics or media without silently changing production. That separation reduces accidental writes, keeps deployment under explicit control and creates a clearer audit trail between observation, recommendation and an approved change.","answer_source":"approved_otc_foundation","category":"Control Centre and Management","category_slug":"control-centre-and-management","confidence":"approved_otc_foundation","created_at":"2026-07-30T04:55:00Z","date_published":"2026-07-30","display_date":"2026-07-30","editor_images":[],"editor_media_build":"","editor_videos":[],"id":"qa-00065-why-is-read-only-tooling-important-in-","image_ids":[],"image_url":"","json_url":"/answer/why-is-read-only-tooling-important-in-the-otc-operating-model.json","last_updated":"2026-09-03T06:25:00Z","publish_status":"published","published_at":"2026-07-30T04:55:00Z","question":"Why does Own The Conversation use read-only access for analysis and reporting tools?","question_intent":"limitations","rss_enabled":true,"schema_enabled":true,"site_key":"owntheconversationonline","slug":"why-is-read-only-tooling-important-in-the-otc-operating-model","source":"otc_foundation","source_record_ids":[],"source_type":"otc_foundation","source_urls":["https://www.owntheconversation.com/"],"status":"published","tags":["control-centre-and-management","otc_foundation","flagship","connected_followup"],"updated_at":"2026-09-03T06:25:00Z"}