{"id":36252,"topic":"ai","source":"imd.org","title":"How to build an AI-ready sovereign enterprise - imd.org","url":"https://www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","url_hash":"6a0647ade7b268b6e3e1eca325bce412669f5e41","author":"","summary":"<a href=\"https://news.google.com/rss/articles/CBMingFBVV95cUxORmxOX1JjRVpJODhtcm01ZGdCSGpaZEpybnZvY3JkejM0SDZRcWo0Y1NpR3V0U1AtVVZ6T2RWR0lvY0NKY1JVSzZ3akJBczQ5anFlb3RzdExFdEt6RWpjNEt6aVd2YjlpelpKWENhWlNWY0haNUNpSHlkeDZfMEtwb0JBa08zNnhBeFRZRktCLVBUYnFKTW91aXMxWTV2UQ?oc=5\" target=\"_blank\">How to build an AI-ready sovereign enterprise</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">imd.org</font>","content":null,"image_url":null,"lang":"en","published_at":"2026-07-14T10:41:15+00:00","fetched_at":"2026-07-14T11:15:04+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.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","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":384,"usable_text_length":384,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":384}},"news_item":{"id":36252,"canonical_url":"https://www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","source_url":"https://www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","title":"How to build an AI-ready sovereign enterprise - imd.org","source_name":"imd.org","author":null,"published_at":"2026-07-14T10:41:15+00:00","locale":"en","topic":"ai","tags":[],"rss_summary":"<a href=\"https://news.google.com/rss/articles/CBMingFBVV95cUxORmxOX1JjRVpJODhtcm01ZGdCSGpaZEpybnZvY3JkejM0SDZRcWo0Y1NpR3V0U1AtVVZ6T2RWR0lvY0NKY1JVSzZ3akJBczQ5anFlb3RzdExFdEt6RWpjNEt6aVd2YjlpelpKWENhWlNWY0haNUNpSHlkeDZfMEtwb0JBa08zNnhBeFRZRktCLVBUYnFKTW91aXMxWTV2UQ?oc=5\" target=\"_blank\">How to build an AI-ready sovereign enterprise</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">imd.org</font>","full_text":null,"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMingFBVV95cUxORmxOX1JjRVpJODhtcm01ZGdCSGpaZEpybnZvY3JkejM0SDZRcWo0Y1NpR3V0U1AtVVZ6T2RWR0lvY0NKY1JVSzZ3akJBczQ5anFlb3RzdExFdEt6RWpjNEt6aVd2YjlpelpKWENhWlNWY0haNUNpSHlkeDZfMEtwb0JBa08zNnhBeFRZRktCLVBUYnFKTW91aXMxWTV2UQ?oc=5\" target=\"_blank\">How to build an AI-ready sovereign enterprise</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">imd.org</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.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","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":384,"usable_text_length":384,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":384}}},"display_formats":["compact","card","full","digest_section","json"]},"daily_stack_record":{"title":"How to build an AI-ready sovereign enterprise - imd.org","url":"https://www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","summary":"<a href=\"https://news.google.com/rss/articles/CBMingFBVV95cUxORmxOX1JjRVpJODhtcm01ZGdCSGpaZEpybnZvY3JkejM0SDZRcWo0Y1NpR3V0U1AtVVZ6T2RWR0lvY0NKY1JVSzZ3akJBczQ5anFlb3RzdExFdEt6RWpjNEt6aVd2YjlpelpKWENhWlNWY0haNUNpSHlkeDZfMEtwb0JBa08zNnhBeFRZRktCLVBUYnFKTW91aXMxWTV2UQ?oc=5\" target=\"_blank\">How to build an AI-ready sovereign enterprise</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">imd.org</font>","source":"imd.org","date":"2026-07-14T10:41:15+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","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":384,"usable_text_length":384,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":384}},"tags":[]},"fallback_formats":["markdown","json","html"],"actions":{"read":"/item/36252","export_markdown":"/api/items/36252/export?format=markdown","export_json":"/api/items/36252/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/"},"formats":{"full":{"id":36252,"title":"How to build an AI-ready sovereign enterprise - imd.org","url":"https://www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","source":"imd.org","author":null,"published_at":"2026-07-14T10:41:15+00:00","locale":"en","topic":"ai","tags":[],"excerpt":"<a href=\"https://news.google.com/rss/articles/CBMingFBVV95cUxORmxOX1JjRVpJODhtcm01ZGdCSGpaZEpybnZvY3JkejM0SDZRcWo0Y1NpR3V0U1AtVVZ6T2RWR0lvY0NKY1JVSzZ3akJBczQ5anFlb3RzdExFdEt6RWpjNEt6aVd2YjlpelpKWENhWlNWY0haNUNpSHlkeDZfMEtwb0JBa08zNnhBeFRZRktCLVBUYnFKTW91aXMxWTV2UQ?oc=5\" target=\"_blank\">How to build an AI-ready sovereign enterprise</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">imd.org</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.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","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":384,"usable_text_length":384,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":384}}},"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":384,"usable_text_length":384,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":384}},"actions":{"read":"/item/36252","export_markdown":"/api/items/36252/export?format=markdown","export_json":"/api/items/36252/export?format=json","diagnose":"/api/diagnose?url=https%3A//www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/"}},"digest":{"id":36252,"title":"How to build an AI-ready sovereign enterprise - imd.org","url":"https://www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","source":"imd.org","topic":"ai","published_at":"2026-07-14T10:41:15+00:00","excerpt":"<a href=\"https://news.google.com/rss/articles/CBMingFBVV95cUxORmxOX1JjRVpJODhtcm01ZGdCSGpaZEpybnZvY3JkejM0SDZRcWo0Y1NpR3V0U1AtVVZ6T2RWR0lvY0NKY1JVSzZ3akJBczQ5anFlb3RzdExFdEt6RWpjNEt6aVd2YjlpelpKWENhWlNWY0haNUNpSHlkeDZfMEtwb0JBa08zNnhBeFRZRktCLVBUYnFKTW91aXMxWTV2UQ?oc=5\"…","quality_bucket":"low","quality_reason":"Low confidence: extractor returned no usable article text.","reading_time_min":1,"cluster_id":null},"card":{"display_title":"How to build an AI-ready sovereign enterprise - imd.org","subtitle":"imd.org · 2026-07-14","summary":"<a…","badges":["quality:low","issue:extractor_empty"],"links":{"read":"/item/36252","original":"https://www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","diagnose":"/api/diagnose?url=https%3A//www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/"},"quality_warning":"Low confidence: extractor returned no usable article text."},"export":{"title":"How to build an AI-ready sovereign enterprise - imd.org","url":"https://www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","summary":"<a href=\"https://news.google.com/rss/articles/CBMingFBVV95cUxORmxOX1JjRVpJODhtcm01ZGdCSGpaZEpybnZvY3JkejM0SDZRcWo0Y1NpR3V0U1AtVVZ6T2RWR0lvY0NKY1JVSzZ3akJBczQ5anFlb3RzdExFdEt6RWpjNEt6aVd2YjlpelpKWENhWlNWY0haNUNpSHlkeDZfMEtwb0JBa08zNnhBeFRZRktCLVBUYnFKTW91aXMxWTV2UQ?oc=5\" target=\"_blank\">How to build an AI-ready sovereign enterprise</a>&nbsp;&nbsp;<font color=\"#6f6f6f\">imd.org</font>","source":"imd.org","date":"2026-07-14T10:41:15+00:00","content":"","confidence":0.2,"diagnostics_url":"/api/diagnose?url=https%3A//www.imd.org/ibyimd/artificial-intelligence/how-to-build-an-ai-ready-sovereign-enterprise/","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":384,"usable_text_length":384,"source_field":"summary"},"legacy_collapsed":false,"signals":{"extract_state":"failed","extract_error":"trafilatura_none","extract_retries":2,"content_length":0,"summary_length":384}},"tags":[],"format_contract_version":"news_item_formats.v1"}}}