{"id":94792,"topic":"ai","source":"ADWEEK","title":"Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool - ADWEEK","url":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","url_hash":"76a0cc478faa840592abec3a0d029c0323287da5","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMi9gFBVV95cUxOcm11YTAyWDRHSjRxMldRVXpKWGFnVTlJZFAxLW1zLVZDZ3dJZjNsTXRnLW0yeGdyaHQtSlVQTDA2NUNzcDRDU3BBZGsxcDlQb1lEWXRMN3Fac1R5NjZYWnhzZGNvUjNWV2JTSzBuN0Q4RklBTXM5eWRYOUlXc1FYNDhEa0FxYU1hQy0yaXhiSEpBN0hWRGF6MXljQlhKT3ZPc2daYzI5R1VZcXJZMF9rcDBzMG9qZnZISEFJS0hHQlNMM2pRMGREeTNTNEpMNWlITHJqbDAxYjc2ZlVCd0ptQlpraW5ZejZTNFpBYjZvUXJMdDVqZEE?oc=5\" target=\"_blank\">Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">ADWEEK</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-10-02T18:24:08+00:00","fetched_at":"2026-10-02T19:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":3555312,"extract_retries":2,"extract_error":"trafilatura_none","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","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":519,"usable_text_length":519,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":519}},"news_item":{"id":94792,"canonical_url":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","source_url":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","title":"Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool - ADWEEK","source_name":"ADWEEK","author":null,"published_at":"2026-10-02T18:24:08+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMi9gFBVV95cUxOcm11YTAyWDRHSjRxMldRVXpKWGFnVTlJZFAxLW1zLVZDZ3dJZjNsTXRnLW0yeGdyaHQtSlVQTDA2NUNzcDRDU3BBZGsxcDlQb1lEWXRMN3Fac1R5NjZYWnhzZGNvUjNWV2JTSzBuN0Q4RklBTXM5eWRYOUlXc1FYNDhEa0FxYU1hQy0yaXhiSEpBN0hWRGF6MXljQlhKT3ZPc2daYzI5R1VZcXJZMF9rcDBzMG9qZnZISEFJS0hHQlNMM2pRMGREeTNTNEpMNWlITHJqbDAxYjc2ZlVCd0ptQlpraW5ZejZTNFpBYjZvUXJMdDVqZEE?oc=5\" target=\"_blank\">Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">ADWEEK</font>","full_text":null,"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMi9gFBVV95cUxOcm11YTAyWDRHSjRxMldRVXpKWGFnVTlJZFAxLW1zLVZDZ3dJZjNsTXRnLW0yeGdyaHQtSlVQTDA2NUNzcDRDU3BBZGsxcDlQb1lEWXRMN3Fac1R5NjZYWnhzZGNvUjNWV2JTSzBuN0Q4RklBTXM5eWRYOUlXc1FYNDhEa0FxYU1hQy0yaXhiSEpBN0hWRGF6MXljQlhKT3ZPc2daYzI5R1VZcXJZMF9rcDBzMG9qZnZISEFJS0hHQlNMM2pRMGREeTNTNEpMNWlITHJqbDAxYjc2ZlVCd0ptQlpraW5ZejZTNFpBYjZvUXJMdDVqZEE?oc=5\" target=\"_blank\">Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">ADWEEK</font>","extraction":{"state":"failed","confidence":0.2,"error":"trafilatura_none","explanation":"Low confidence: extractor returned no usable article text.","diagnostics_url":"/api/diagnose?url=https%3A//www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/%3Fitm_source%3Dhomepage%26itm_medium%3Dsponsored-slider-edge%26itm_campaign%3D1","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":519,"usable_text_length":519,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":519}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool - ADWEEK","url":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","summary":"<a href=\"https://news.google.com/rss/articles/CBMi9gFBVV95cUxOcm11YTAyWDRHSjRxMldRVXpKWGFnVTlJZFAxLW1zLVZDZ3dJZjNsTXRnLW0yeGdyaHQtSlVQTDA2NUNzcDRDU3BBZGsxcDlQb1lEWXRMN3Fac1R5NjZYWnhzZGNvUjNWV2JTSzBuN0Q4RklBTXM5eWRYOUlXc1FYNDhEa0FxYU1hQy0yaXhiSEpBN0hWRGF6MXljQlhKT3ZPc2daYzI5R1VZcXJZMF9rcDBzMG9qZnZISEFJS0hHQlNMM2pRMGREeTNTNEpMNWlITHJqbDAxYjc2ZlVCd0ptQlpraW5ZejZTNFpBYjZvUXJMdDVqZEE?oc=5\" target=\"_blank\">Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">ADWEEK</font>","source":"ADWEEK","date":"2026-10-02T18:24:08+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/%3Fitm_source%3Dhomepage%26itm_medium%3Dsponsored-slider-edge%26itm_campaign%3D1","quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"quality_reason":"Low confidence: extractor returned no usable article text.","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":519,"usable_text_length":519,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":519}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/94792","export_markdown":"/api/items/94792/export?format=markdown","export_json":"/api/items/94792/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/%3Fitm_source%3Dhomepage%26itm_medium%3Dsponsored-slider-edge%26itm_campaign%3D1"},"formats":{"full":{"id":94792,"title":"Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool - ADWEEK","url":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","source":"ADWEEK","author":null,"published_at":"2026-10-02T18:24:08+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMi9gFBVV95cUxOcm11YTAyWDRHSjRxMldRVXpKWGFnVTlJZFAxLW1zLVZDZ3dJZjNsTXRnLW0yeGdyaHQtSlVQTDA2NUNzcDRDU3BBZGsxcDlQb1lEWXRMN3Fac1R5NjZYWnhzZGNvUjNWV2JTSzBuN0Q4RklBTXM5eWRYOUlXc1FYNDhEa0FxYU1hQy0yaXhiSEpBN0hWRGF6MXljQlhKT3ZPc2daYzI5R1VZcXJZMF9rcDBzMG9qZnZISEFJS0hHQlNMM2pRMGREeTNTNEpMNWlITHJqbDAxYjc2ZlVCd0ptQlpraW5ZejZTNFpBYjZvUXJMdDVqZEE?oc=5\" target=\"_blank\">Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">ADWEEK</font>","full_text":null,"reading_time_min":1,"extraction":{"state":"failed","confidence":0.2,"error":"trafilatura_none","explanation":"Low confidence: extractor returned no usable article text.","diagnostics_url":"/api/diagnose?url=https%3A//www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/%3Fitm_source%3Dhomepage%26itm_medium%3Dsponsored-slider-edge%26itm_campaign%3D1","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":519,"usable_text_length":519,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":519}}},"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":519,"usable_text_length":519,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":519}},"actions":{"read":"/item/94792","export_markdown":"/api/items/94792/export?format=markdown","export_json":"/api/items/94792/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/%3Fitm_source%3Dhomepage%26itm_medium%3Dsponsored-slider-edge%26itm_campaign%3D1"}},"digest":{"id":94792,"title":"Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool - ADWEEK","url":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","source":"ADWEEK","topic":"ai","published_at":"2026-10-02T18:24:08+00:00","excerpt":"<a…","quality_bucket":"low","quality_reason":"Low confidence: extractor returned no usable article text.","reading_time_min":1,"cluster_id":3555312},"card":{"display_title":"Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool - ADWEEK","subtitle":"ADWEEK · 2026-10-02","summary":"<a…","badges":["quality:low","issue:extractor_empty"],"links":{"read":"/item/94792","original":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","diagnose":"/api/diagnose?url=https%3A//www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/%3Fitm_source%3Dhomepage%26itm_medium%3Dsponsored-slider-edge%26itm_campaign%3D1"},"quality_warning":"Low confidence: extractor returned no usable article text."},"export":{"title":"Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool - ADWEEK","url":"https://www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/?itm_source=homepage&itm_medium=sponsored-slider-edge&itm_campaign=1","summary":"<a href=\"https://news.google.com/rss/articles/CBMi9gFBVV95cUxOcm11YTAyWDRHSjRxMldRVXpKWGFnVTlJZFAxLW1zLVZDZ3dJZjNsTXRnLW0yeGdyaHQtSlVQTDA2NUNzcDRDU3BBZGsxcDlQb1lEWXRMN3Fac1R5NjZYWnhzZGNvUjNWV2JTSzBuN0Q4RklBTXM5eWRYOUlXc1FYNDhEa0FxYU1hQy0yaXhiSEpBN0hWRGF6MXljQlhKT3ZPc2daYzI5R1VZcXJZMF9rcDBzMG9qZnZISEFJS0hHQlNMM2pRMGREeTNTNEpMNWlITHJqbDAxYjc2ZlVCd0ptQlpraW5ZejZTNFpBYjZvUXJMdDVqZEE?oc=5\" target=\"_blank\">Agentic AI Isn't a Time-Saving Tool—It's a Business-Outcome Tool</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">ADWEEK</font>","source":"ADWEEK","date":"2026-10-02T18:24:08+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//www.adweek.com/sponsored/agentic-ai-isnt-a-time-saving-toolits-a-business-outcome-tool/%3Fitm_source%3Dhomepage%26itm_medium%3Dsponsored-slider-edge%26itm_campaign%3D1","quality_bucket":"low","failure_kind":"extractor_empty","retryable":false,"quality_reason":"Low confidence: extractor returned no usable article text.","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":519,"usable_text_length":519,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":519}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}