{"id":1023027,"date":"2026-07-23T11:35:13","date_gmt":"2026-07-23T06:05:13","guid":{"rendered":"https:\/\/telecomlive.in\/web\/?p=1023027"},"modified":"2026-07-23T12:13:18","modified_gmt":"2026-07-23T06:43:18","slug":"context-will-decide-winners","status":"publish","type":"post","link":"https:\/\/telecomlive.in\/web\/2026\/07\/23\/context-will-decide-winners\/","title":{"rendered":"Context will decide winners"},"content":{"rendered":"<p>Two companies, same industry, same size, run the same AI agent on the same model against the same problem. One pilot becomes part of how the business runs. The other dies in a slide deck. The model was identical. I have spent the last year designing the north star architecture for how a very large enterprise becomes AI-native, and this is the lesson almost no one selling AI will say out loud. Everyone can buy the same frontier models. A capability everyone can buy is not an advantage. The advantage is the context you feed the model, and context is the one thing no one can buy.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Two companies, same industry, same size, run the same AI agent on the same model against the same problem. One pilot becomes part of how the business runs. The other dies in a slide deck. The model was identical. I have spent the last year designing the north star architecture for how a very large enterprise becomes AI-native, and this is the lesson almost no one selling AI will say out loud. Everyone can buy the same frontier models. A capability everyone can buy is not an advantage. The advantage is the context you feed the model, and context is [&hellip;]<\/p>\n","protected":false},"author":8,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[63,4,12],"tags":[],"class_list":["post-1023027","post","type-post","status-publish","format-standard","hentry","category-it-2-the-financial-express","category-newspapers","category-the-financial-express"],"acf":[],"_links":{"self":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/1023027","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/users\/8"}],"replies":[{"embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/comments?post=1023027"}],"version-history":[{"count":1,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/1023027\/revisions"}],"predecessor-version":[{"id":1023049,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/posts\/1023027\/revisions\/1023049"}],"wp:attachment":[{"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/media?parent=1023027"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/categories?post=1023027"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/telecomlive.in\/web\/wp-json\/wp\/v2\/tags?post=1023027"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}