{"id":888,"date":"2025-11-23T22:57:00","date_gmt":"2025-11-23T22:57:00","guid":{"rendered":"https:\/\/anapoly.co.uk\/labs\/?p=888"},"modified":"2025-11-25T11:57:13","modified_gmt":"2025-11-25T11:57:13","slug":"using-local-only-ai-in-a-micro-enterprise","status":"publish","type":"post","link":"https:\/\/anapoly.co.uk\/labs\/using-local-only-ai-in-a-micro-enterprise\/","title":{"rendered":"Using local-only AI in a micro-enterprise"},"content":{"rendered":"\n<p class=\"is-style-text-annotation is-style-text-annotation--1\">Transparency label: AI-assisted<\/p>\n\n\n\n<p>I\u2019ve added a briefing note in the Resources area that sets out an approach for a micro-enterprise to  run AI entirely on local machines. This creates a system that is private, predictable, comparatively inexpensive, and easy to expand in small steps.<\/p>\n\n\n\n<p>The note explains how a three-layer model for controlling the behaviour of an AI ( business context at the top, governance rules in the middle, and task instructions at the bottom)\u00a0can still apply even when everything sits on a laptop, and how a small software component (the orchestrator) can keep the whole arrangement predictable and safe.<\/p>\n\n\n\n<p>If you&#8217;re curious about \u201clocal-only AI\u201d for a micro-enterprise, or wondering what it might look like in practice, you should find this a useful starting point.<\/p>\n\n\n\n<p><strong>Read the note:<\/strong> <a href=\"https:\/\/anapoly.co.uk\/labs\/briefing-notes\/#using-local-only-ai\" data-type=\"page\" data-id=\"898\">Using Local-Only AI in a Micro-Enterprise<\/a><\/p>\n","protected":false},"excerpt":{"rendered":"<p>Transparency label: AI-assisted I\u2019ve added a briefing note in the Resources area that sets out an approach for a micro-enterprise to run AI entirely on local machines. This creates a system that is private, predictable, comparatively inexpensive, and easy to expand in small steps. The note explains how a three-layer model for controlling the behaviour [&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":[43,253,488],"class_list":["post-888","post","type-post","status-publish","format-standard","hentry","category-diary","tag-ai-tools","tag-contextual-scaffolding","tag-micro-enterprise"],"_links":{"self":[{"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/posts\/888","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=888"}],"version-history":[{"count":5,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/posts\/888\/revisions"}],"predecessor-version":[{"id":911,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/posts\/888\/revisions\/911"}],"wp:attachment":[{"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/media?parent=888"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/categories?post=888"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/anapoly.co.uk\/labs\/wp-json\/wp\/v2\/tags?post=888"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}