{"id":972,"date":"2025-12-09T08:40:56","date_gmt":"2025-12-09T08:40:56","guid":{"rendered":"https:\/\/anapoly.co.uk\/labs\/?p=972"},"modified":"2025-12-09T08:40:56","modified_gmt":"2025-12-09T08:40:56","slug":"methodology-tool-kits","status":"publish","type":"post","link":"https:\/\/anapoly.co.uk\/labs\/methodology-tool-kits\/","title":{"rendered":"Methodology &amp; tool-kits"},"content":{"rendered":"\n<p class=\"is-style-text-annotation is-style-text-annotation--1\">Transparancy label:human-only<\/p>\n\n\n\n<p>Yesterday&#8217;s discussion crystallised some ideas that I have been teasing at recently. Namely that we could develop our labs as a place where we:<\/p>\n\n\n\n<p>(a) develop a methodology and its associated tool-kits for the implementation of AI in an enterprise;\u00a0and <\/p>\n\n\n\n<p>(b) use these in a synthetic environment to help business people gain confidence in moving forward with AI.<\/p>\n\n\n\n<p>Our value to clients would derive from the relevance and usefulness of the methodology and tool-kits.<\/p>\n\n\n\n<p><em>Methodology: a comprehensive system of principles, processes, and rules that governs a specific discipline to ensure consistency and repeatability. It serves as a structural framework defining what must be done and who is responsible. It is applied through specialized tool-kits consisting of templates, software, and techniques that enable practitioners to apply the theoretical standards to real-world tasks<\/em>.<\/p>\n\n\n\n<p>To pick up on the point Dennis emphasised, an early part of the methodology might be analysis of how an enterprise <em>actually<\/em> works (rather than what the non-existent, incomplete or out of date documentation says). The process for this would involve eliciting information from people in the enterprise. A tool-kit would enable AI to be configured for that purpose within the specific context of that enterprise.\u00a0<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Transparancy label:human-only Yesterday&#8217;s discussion crystallised some ideas that I have been teasing at recently. Namely that we could develop our labs as a place where we: (a) develop a methodology and its associated tool-kits for the implementation of AI in an enterprise;\u00a0and (b) use these in a synthetic environment to help business people gain confidence [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[5],"tags":[43,103],"class_list":["post-972","post","type-post","status-publish","format-standard","hentry","category-diary","tag-ai-tools","tag-framework"],"_links":{"self":[{"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/posts\/972","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/comments?post=972"}],"version-history":[{"count":1,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/posts\/972\/revisions"}],"predecessor-version":[{"id":973,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/posts\/972\/revisions\/973"}],"wp:attachment":[{"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/media?parent=972"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/categories?post=972"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/tags?post=972"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}