{"id":79512,"topic":"ai","source":"Customer Experience Dive","title":"CX workforce budgets take a hit as organizations increase AI spending - Customer Experience Dive","url":"https://www.customerexperiencedive.com/news/cx-workforce-budgets-cut-organizations-increase-ai-spending/829969/","url_hash":"0d2bfa1a2b9835623ac9d34c1269c2cc835564f8","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMisAFBVV95cUxOYjhMaEN3Wkl0LV82XzI5N0kzM1ZmYXpQeHhFMXIwekZ1cTlkUWpRU0lWdjRTS19BQ2xidWE1cExqTWNmWDlSZ2I4bWxSRXdHaEp6TmtKSnp2eXRiYjlKYktWRnZGeXViS0ZEUlpDRTVEWUtmTVNhVGlQekZfMGUxaWxzTFpFOFNLQjBidVBsdlRQM2JndjM2LUNFOWptMm9HemhqRC1vNzFBd0QxRDlhbw?oc=5\" target=\"_blank\">CX workforce budgets take a hit as organizations increase AI spending</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">Customer Experience Dive</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-10T13:25:34+00:00","fetched_at":"2026-09-10T14:15:05+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://www.customerexperiencedive.com/news/cx-workforce-budgets-cut-organizations-increase-ai-spending/829969/","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":449,"usable_text_length":449,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":449}},"news_item":{"id":79512,"canonical_url":"https://www.customerexperiencedive.com/news/cx-workforce-budgets-cut-organizations-increase-ai-spending/829969/","source_url":"https://www.customerexperiencedive.com/news/cx-workforce-budgets-cut-organizations-increase-ai-spending/829969/","title":"CX workforce budgets take a hit as organizations increase AI spending - 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