{"id":82192,"topic":"ai","source":"IT Pro","title":"The future of AI depends on stronger partner programs — here’s what vendors need to know - IT Pro","url":"https://www.itpro.com/technology/artificial-intelligence/the-future-of-ai-depends-on-stronger-partner-programs-heres-what-vendors-need-to-know","url_hash":"7effff1fd5106b9dadc33fd2cd9b072229184296","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMi2gFBVV95cUxNVWw3aDF4cVY3OGtRR3RyUW15RU9CVHIxNGVUU2lhTWM3Y1pNUWlUdHUzTWU0ZnRLT2lUMXRuSzcwZ2VadzZoZUJjckNDa2pDdlBxR2pMWHhOWjJwcXNwS2wxMVoyeTJxWm9INGNpRWpVQUR4akVidl94MFhsZHE3dlg1TVdGVm42ZTRlZHo1a1YxVml2QWhaM3pBNWlOR09RQnZZQU8tOW5SODVJRzFyVEt5aGxqbU0tWlFpbVkzc1U5d1ZhZllkN3hNYzBORExZREd5YlVab056QQ?oc=5\" target=\"_blank\">The future of AI depends on stronger partner programs — here’s what vendors need to know</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">IT Pro</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-09-14T16:19:44+00:00","fetched_at":"2026-09-14T17:15:04+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://www.itpro.com/technology/artificial-intelligence/the-future-of-ai-depends-on-stronger-partner-programs-heres-what-vendors-need-to-know","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":506,"usable_text_length":506,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":506}},"news_item":{"id":82192,"canonical_url":"https://www.itpro.com/technology/artificial-intelligence/the-future-of-ai-depends-on-stronger-partner-programs-heres-what-vendors-need-to-know","source_url":"https://www.itpro.com/technology/artificial-intelligence/the-future-of-ai-depends-on-stronger-partner-programs-heres-what-vendors-need-to-know","title":"The future of AI depends on stronger partner programs — here’s what vendors need to know - 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