{"id":37876,"topic":"ai","source":"Emerj Artificial Intelligence Research","title":"How AI Is Reshaping Service Operations in Mission Critical Infrastructure - Emerj Artificial Intelligence Research","url":"https://emerj.com/how-ai-is-reshaping-service-operations-in-mission-critical-infrastructure/","url_hash":"46c0d7ad07acadc762a2ac53e6b56a825ea1950e","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMilwFBVV95cUxOZXpSclRHSHduOWhncVMtaC1fRVNaQVk0eEtCY1NQWVZ5Z3k3WWRJYkltRi11aWlYakZVSndPWURteUc5UVhQQWtfN1FOUE1wREVTcVVKNjJMa1FHWUozZ2NSY1VyemhjeWl1SUxkbnpiVVRFS1FvdFFROTdqc3A5aFM5blQ0UVBOVTM5bkpnZ3o2WGRhWXpJ?oc=5\" target=\"_blank\">How AI Is Reshaping Service Operations in Mission Critical Infrastructure</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Emerj Artificial Intelligence Research</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-16T01:49:59+00:00","fetched_at":"2026-07-16T02:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://emerj.com/how-ai-is-reshaping-service-operations-in-mission-critical-infrastructure/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"low","confidence":0.2,"failure_kind":"extractor_empty","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: extractor returned no usable article text.","operator_guidance":{"severity":"warning","recommended_action":"use_summary_with_caveat","next_step":"Use the available summary only with a visible quality caveat.","operator_label":"Use summary with caveat","can_retry":false,"can_use_summary":true,"diagnostics_required":true},"content_depth":{"contract_version":"content_depth.v1","category":"summary_only","label":"Summary only","has_full_text":false,"has_summary":true,"content_length":0,"summary_length":433,"usable_text_length":433,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":433}},"news_item":{"id":37876,"canonical_url":"https://emerj.com/how-ai-is-reshaping-service-operations-in-mission-critical-infrastructure/","source_url":"https://emerj.com/how-ai-is-reshaping-service-operations-in-mission-critical-infrastructure/","title":"How AI Is Reshaping Service Operations in Mission Critical Infrastructure - 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