{"id":35560,"topic":"ai","source":"Supply & Demand Chain Executive","title":"Gurobi’s Intelligence Hub to Deliver AI-Guided Workflows Across Optimization Lifecycle - Supply & Demand Chain Executive","url":"https://www.sdcexec.com/software-technology/ai-ar/news/22970100/gurobi-gurobis-intelligence-hub-to-deliver-aiguided-workflows-across-optimization-lifecycle","url_hash":"f22aa870ce8d68bfd2eccfb49dedb70a5f84f656","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMi6wFBVV95cUxQVW9ZbjZtTkNQVU1xdzZ2QTJrdS0zT1YxMXI1cUI4S3FYcHJrYm95anhBZFNpbm5CMFYzN2JSN1FjVWxsSzZVVFRhV0hfOVJkdDZpSEJLbjloeG5xTWQ4blN5QVNQdVdxMlYwMlNGQW9LZXBvbE1MVUlsMmY0VDVRUDQ0QWc0TGRJd1NoNjVhdDNDdElfSkFpTjNzUkl1a2p3TDFuZ08wdjBjWnE4NHc2M2Z5UHBXTFFtbWlxWmU0NGtLSDlZSFRHQ3drYmNaVC1iZ3hENnNESWM2OHkwaUQ1blFsVkluTndxMFM0?oc=5\" target=\"_blank\">Gurobi’s Intelligence Hub to Deliver AI-Guided Workflows Across Optimization Lifecycle</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Supply & Demand Chain Executive</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-13T14:48:39+00:00","fetched_at":"2026-07-13T15:15:04+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":1572006,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.sdcexec.com/software-technology/ai-ar/news/22970100/gurobi-gurobis-intelligence-hub-to-deliver-aiguided-workflows-across-optimization-lifecycle","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":551,"usable_text_length":551,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":551}},"news_item":{"id":35560,"canonical_url":"https://www.sdcexec.com/software-technology/ai-ar/news/22970100/gurobi-gurobis-intelligence-hub-to-deliver-aiguided-workflows-across-optimization-lifecycle","source_url":"https://www.sdcexec.com/software-technology/ai-ar/news/22970100/gurobi-gurobis-intelligence-hub-to-deliver-aiguided-workflows-across-optimization-lifecycle","title":"Gurobi’s Intelligence Hub to Deliver AI-Guided Workflows Across Optimization Lifecycle - 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