{"id":36430,"topic":"ai","source":"Logistics Viewpoints","title":"Why AI Projects Should Be Built Like Supply Chains - Logistics Viewpoints","url":"https://logisticsviewpoints.com/2026/07/14/why-ai-projects-should-be-built-like-supply-chains/","url_hash":"c6d9fa9d1e000fb6d2ba0ac54c261ea372eec1a9","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMimgFBVV95cUxONF9rZGJKWXlsa2lqVjEwT21HcmZuUngzaDJpZk9KU2xWcDBPMm1tN3RZZ210d0Vvc1JQbm9pUnFEMFVRdldoZm41b0dYRHNJaUJ0SVFRR1Rwc3ZjY2duUW81dXAtcThib3NSNzc0NXR3OWNHWndwOGRHNk00UlhGbTZIcHBtRkl5SmhYSElqM0p0clBYVFAwZG5n?oc=5\" target=\"_blank\">Why AI Projects Should Be Built Like Supply Chains</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Logistics Viewpoints</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-14T13:47:07+00:00","fetched_at":"2026-07-14T14:15:04+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://logisticsviewpoints.com/2026/07/14/why-ai-projects-should-be-built-like-supply-chains/","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":396,"usable_text_length":396,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":396}},"news_item":{"id":36430,"canonical_url":"https://logisticsviewpoints.com/2026/07/14/why-ai-projects-should-be-built-like-supply-chains/","source_url":"https://logisticsviewpoints.com/2026/07/14/why-ai-projects-should-be-built-like-supply-chains/","title":"Why AI Projects Should Be Built Like Supply Chains - 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