{"id":45198,"topic":"ai","source":"ROI-NJ","title":"Cognizant partners with Gulf Edge to expand AI services in Thailand - ROI-NJ","url":"https://www.roi-nj.com/2026/07/24/tech/cognizant-partners-with-gulf-edge-to-expand-ai-services-in-thailand/","url_hash":"8c949a0b4fdb8bf078ab4175815f2db2d764e8eb","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMiqwFBVV95cUxQVDkzTlJ0OFFpOC00c2laV2ZqR1RMcUtmQVNYTEQyUFNhZk9vZTh0bEpRM1pSTFZEck9Fa0tNVnhxRGZfY2NYdkVTX1ZieXR4U0owUnoySC1zUlZmRHlCaURRZEZMZUZVNkJqbXg4clBYbW9VZUVQbE81dkpxSzAwS1JIeGJNRDdrLUdSSE14MDFYVDh6LXpaQjRDUFQzMEdPZl93MnhuU0FHNFk?oc=5\" target=\"_blank\">Cognizant partners with Gulf Edge to expand AI services in Thailand</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">ROI-NJ</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-24T09:26:04+00:00","fetched_at":"2026-07-24T10:15:05+00:00","status":"read","starred":0,"extract_state":"failed","summary_auto":null,"cluster_id":null,"extract_retries":2,"extract_error":"http_403","contract_version":"news_item.v1","format_contract_version":"news_item_formats.v1","dedup_url":"https://www.roi-nj.com/2026/07/24/tech/cognizant-partners-with-gulf-edge-to-expand-ai-services-in-thailand/","quality_profile":{"profile_version":"extraction_quality.v2","bucket":"failed","confidence":0.0,"failure_kind":"http","retryable":false,"retry_after_attempts":0,"reason":"Low confidence: HTTP extraction failure (http_403).","operator_guidance":{"severity":"action_required","recommended_action":"manual_review","next_step":"Open diagnostics and review the original source manually before use.","operator_label":"Manual review","can_retry":false,"can_use_summary":false,"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":422,"usable_text_length":422,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"http_403","extract_retries":2,"content_length":0,"summary_length":422}},"news_item":{"id":45198,"canonical_url":"https://www.roi-nj.com/2026/07/24/tech/cognizant-partners-with-gulf-edge-to-expand-ai-services-in-thailand/","source_url":"https://www.roi-nj.com/2026/07/24/tech/cognizant-partners-with-gulf-edge-to-expand-ai-services-in-thailand/","title":"Cognizant partners with Gulf Edge to expand AI services in Thailand - 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