{"id":1864,"date":"2026-08-14T11:58:23","date_gmt":"2026-08-14T10:58:23","guid":{"rendered":"https:\/\/sod-it.co.uk\/?p=1864"},"modified":"2026-08-25T11:59:40","modified_gmt":"2026-08-25T10:59:40","slug":"ai-without-the-jargon-models-prompts-agents-workflows","status":"publish","type":"post","link":"https:\/\/sod-it.co.uk\/dev-2024\/ai-without-the-jargon-models-prompts-agents-workflows\/","title":{"rendered":"AI Without the Jargon | Models, Prompts, Agents &#038; Workflows"},"content":{"rendered":"<p class=\"isSelectedEnd\">Let&#8217;s be honest.<\/p>\n<p class=\"isSelectedEnd\">If you&#8217;ve ever sat in a meeting where someone confidently said:<\/p>\n<p class=\"isSelectedEnd\"><em>&#8220;We need to leverage AI agents powered by large language models&#8230;&#8221;<\/em><\/p>\n<p class=\"isSelectedEnd\">&#8230;there&#8217;s a good chance you nodded along while secretly wondering what half of those words actually meant.<\/p>\n<p class=\"isSelectedEnd\">You&#8217;re certainly not alone.<\/p>\n<p class=\"isSelectedEnd\">AI has become one of the biggest topics in business, yet much of the language surrounding it can feel unnecessarily complicated. Models. Prompts. Agents. Workflows. LLMs. Copilot. Generative AI.<\/p>\n<p class=\"isSelectedEnd\">The terminology is enough to make many business owners switch off before the conversation has even started.<\/p>\n<p class=\"isSelectedEnd\">The truth is, these concepts are much simpler than they sound.<\/p>\n<p class=\"isSelectedEnd\">In this new series, <strong>AI Without the Jargon<\/strong>, we&#8217;ll explain the terminology behind artificial intelligence in plain English, helping you understand what matters, what doesn&#8217;t, and how AI can genuinely improve the way your business works.<\/p>\n<p class=\"isSelectedEnd\">Let&#8217;s start with the basics.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>What Is an AI Model?<\/h1>\n<p class=\"isSelectedEnd\">This is probably the phrase you&#8217;ll hear more than any other.<\/p>\n<p class=\"isSelectedEnd\">But what actually is an AI model?<\/p>\n<p class=\"isSelectedEnd\">The easiest way to think about it is this:<\/p>\n<p class=\"isSelectedEnd\"><strong>The AI model is the brain.<\/strong><\/p>\n<p class=\"isSelectedEnd\">It&#8217;s the technology that&#8217;s been trained to understand language, recognise patterns, answer questions and generate content.<\/p>\n<p class=\"isSelectedEnd\">You don&#8217;t actually use the model directly.<\/p>\n<p class=\"isSelectedEnd\">Instead, it&#8217;s built into products like:<\/p>\n<ul data-spread=\"false\">\n<li>Microsoft Copilot<\/li>\n<li>ChatGPT<\/li>\n<li>Claude<\/li>\n<li>Google Gemini<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">Those products are simply different ways of accessing an AI model.<\/p>\n<p class=\"isSelectedEnd\">Think of it like this.<\/p>\n<p class=\"isSelectedEnd\">You don&#8217;t buy an engine.<\/p>\n<p class=\"isSelectedEnd\">You buy a car that happens to contain one.<\/p>\n<p class=\"isSelectedEnd\">The model is the engine.<\/p>\n<p class=\"isSelectedEnd\">Microsoft Copilot or ChatGPT is the car.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>What Is a Prompt?<\/h1>\n<p class=\"isSelectedEnd\">A prompt is simply your instruction to the AI.<\/p>\n<p class=\"isSelectedEnd\">It&#8217;s the question you ask.<\/p>\n<p class=\"isSelectedEnd\">Or the task you want completed.<\/p>\n<p class=\"isSelectedEnd\">For example:<\/p>\n<blockquote>\n<p class=\"isSelectedEnd\">&#8220;Summarise this Teams meeting.&#8221;<\/p>\n<\/blockquote>\n<p class=\"isSelectedEnd\">That&#8217;s a prompt.<\/p>\n<p class=\"isSelectedEnd\">Or:<\/p>\n<blockquote>\n<p class=\"isSelectedEnd\">&#8220;Write a professional email declining a meeting.&#8221;<\/p>\n<\/blockquote>\n<p class=\"isSelectedEnd\">Also a prompt.<\/p>\n<p class=\"isSelectedEnd\">The better your instructions, the better the results.<\/p>\n<p class=\"isSelectedEnd\">A vague prompt might produce an average answer.<\/p>\n<p class=\"isSelectedEnd\">A detailed prompt usually produces a much better one.<\/p>\n<p class=\"isSelectedEnd\">It&#8217;s no different from asking a colleague to help with a task.<\/p>\n<p class=\"isSelectedEnd\">The clearer your brief, the better the outcome.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>What Is a Chat?<\/h1>\n<p class=\"isSelectedEnd\">A chat is simply an ongoing conversation with AI.<\/p>\n<p class=\"isSelectedEnd\">Rather than asking one question and starting again every time, you continue building on previous responses.<\/p>\n<p class=\"isSelectedEnd\">For example:<\/p>\n<p class=\"isSelectedEnd\">You might begin by asking AI to summarise a meeting.<\/p>\n<p class=\"isSelectedEnd\">Then ask it to:<\/p>\n<ul data-spread=\"false\">\n<li>Create an action list.<\/li>\n<li>Draft a follow-up email.<\/li>\n<li>Rewrite that email in a more professional tone.<\/li>\n<li>Turn it into a customer proposal.<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">Because the AI remembers the conversation, each response becomes more relevant.<\/p>\n<p class=\"isSelectedEnd\">This is why tools like Microsoft Copilot feel much more like working with an assistant than using a search engine.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>What Is an AI Agent?<\/h1>\n<p class=\"isSelectedEnd\">This is probably the term causing the most confusion right now.<\/p>\n<p class=\"isSelectedEnd\">An AI agent isn&#8217;t simply another chatbot.<\/p>\n<p class=\"isSelectedEnd\">It&#8217;s AI that&#8217;s been given a specific job.<\/p>\n<p class=\"isSelectedEnd\">Rather than waiting for instructions every time, an agent can carry out repeatable tasks on your behalf.<\/p>\n<p class=\"isSelectedEnd\">Imagine having a member of staff whose only responsibility was:<\/p>\n<ul data-spread=\"false\">\n<li>Chasing overdue invoices<\/li>\n<li>Producing weekly reports<\/li>\n<li>Monitoring stock levels<\/li>\n<li>Summarising customer feedback<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">That&#8217;s essentially what an AI agent is designed to do.<\/p>\n<p class=\"isSelectedEnd\">It follows instructions, understands context and completes a defined process automatically.<\/p>\n<p class=\"isSelectedEnd\">For many businesses, AI agents are likely to become one of the biggest productivity tools over the next few years.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>What Is a Workflow?<\/h1>\n<p class=\"isSelectedEnd\">This is where AI starts becoming genuinely valuable.<\/p>\n<p class=\"isSelectedEnd\">A workflow is simply the series of steps needed to complete a task.<\/p>\n<p class=\"isSelectedEnd\">Take a typical meeting.<\/p>\n<p class=\"isSelectedEnd\">Normally someone has to:<\/p>\n<ul data-spread=\"false\">\n<li>Attend the meeting<\/li>\n<li>Take notes<\/li>\n<li>Write up actions<\/li>\n<li>Email attendees<\/li>\n<li>Update project documents<\/li>\n<li>Schedule follow-up work<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">With Microsoft Copilot, much of that workflow can be accelerated.<\/p>\n<p class=\"isSelectedEnd\">It can:<\/p>\n<ul data-spread=\"false\">\n<li>Summarise the meeting.<\/li>\n<li>Identify key decisions.<\/li>\n<li>Create an action list.<\/li>\n<li>Draft the follow-up email.<\/li>\n<li>Suggest next steps.<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">None of those tasks disappear entirely.<\/p>\n<p class=\"isSelectedEnd\">But they happen much faster.<\/p>\n<p class=\"isSelectedEnd\">That&#8217;s where businesses often see the biggest productivity gains.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>Why Does This Matter to Business Owners?<\/h1>\n<p class=\"isSelectedEnd\">You don&#8217;t need to become an AI expert.<\/p>\n<p class=\"isSelectedEnd\">But understanding the terminology helps you ask much better questions.<\/p>\n<p class=\"isSelectedEnd\">Instead of asking:<\/p>\n<p class=\"isSelectedEnd\"><em>&#8220;Should we buy AI?&#8221;<\/em><\/p>\n<p class=\"isSelectedEnd\">You can ask:<\/p>\n<ul data-spread=\"false\">\n<li>Which repetitive tasks could AI help with?<\/li>\n<li>Would Microsoft Copilot benefit our team?<\/li>\n<li>Are our staff already using AI?<\/li>\n<li>Do we have an AI policy?<\/li>\n<li>Is our hardware capable of supporting AI?<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">Those are commercial questions.<\/p>\n<p class=\"isSelectedEnd\">Not technical ones.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>AI Is Already Being Used in Most Businesses<\/h1>\n<p class=\"isSelectedEnd\">One of the biggest misconceptions is that AI is still something businesses are considering.<\/p>\n<p class=\"isSelectedEnd\">The reality is very different.<\/p>\n<p class=\"isSelectedEnd\">Recent research shows:<\/p>\n<ul data-spread=\"false\">\n<li><strong>68% of employees are already using AI tools through personal accounts.<\/strong><\/li>\n<li><strong>57% admit entering sensitive business information into AI tools.<\/strong><\/li>\n<li><strong>81% say they use AI applications that haven&#8217;t been approved by their employer.<\/strong><\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">For most organisations, the question is no longer:<\/p>\n<p class=\"isSelectedEnd\"><em>&#8220;Will our employees use AI?&#8221;<\/em><\/p>\n<p class=\"isSelectedEnd\">It&#8217;s:<\/p>\n<p class=\"isSelectedEnd\"><em>&#8220;How can we help them use it safely?&#8221;<\/em><\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>Microsoft Copilot vs ChatGPT<\/h1>\n<p class=\"isSelectedEnd\">This is another question we hear regularly.<\/p>\n<p class=\"isSelectedEnd\">Both are excellent AI tools.<\/p>\n<p class=\"isSelectedEnd\">The difference is how they fit into your business.<\/p>\n<p class=\"isSelectedEnd\">ChatGPT is a standalone AI assistant.<\/p>\n<p class=\"isSelectedEnd\">Microsoft Copilot is designed to work inside the Microsoft 365 applications your team already uses every day.<\/p>\n<p class=\"isSelectedEnd\">That means it can help with:<\/p>\n<ul data-spread=\"false\">\n<li>Outlook<\/li>\n<li>Word<\/li>\n<li>Excel<\/li>\n<li>PowerPoint<\/li>\n<li>Teams<\/li>\n<li>OneDrive<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">Rather than switching between different applications, AI becomes part of the workflow your employees already know.<\/p>\n<p class=\"isSelectedEnd\">For many organisations, that&#8217;s where the real productivity gains begin.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>AI Doesn&#8217;t Replace People<\/h1>\n<p class=\"isSelectedEnd\">One concern we still hear from business owners is:<\/p>\n<p class=\"isSelectedEnd\"><em>&#8220;Will AI replace our staff?&#8221;<\/em><\/p>\n<p class=\"isSelectedEnd\">In most cases, no.<\/p>\n<p class=\"isSelectedEnd\">The greatest value comes from helping employees spend less time on repetitive administration and more time on work that genuinely requires human judgement.<\/p>\n<p class=\"isSelectedEnd\">Think about everything your team does each day that isn&#8217;t the job they were actually hired to do.<\/p>\n<p class=\"isSelectedEnd\">Writing meeting notes.<\/p>\n<p class=\"isSelectedEnd\">Searching for documents.<\/p>\n<p class=\"isSelectedEnd\">Formatting reports.<\/p>\n<p class=\"isSelectedEnd\">Summarising long emails.<\/p>\n<p class=\"isSelectedEnd\">Creating first drafts.<\/p>\n<p class=\"isSelectedEnd\">Those are exactly the kinds of tasks AI is exceptionally good at supporting.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>So&#8230; Where Should Businesses Start?<\/h1>\n<p class=\"isSelectedEnd\">You don&#8217;t need to introduce AI across your entire organisation overnight.<\/p>\n<p class=\"isSelectedEnd\">Most successful businesses start by asking a few simple questions.<\/p>\n<ul data-spread=\"false\">\n<li>Which teams spend the most time on repetitive admin?<\/li>\n<li>Could Microsoft Copilot improve productivity?<\/li>\n<li>Are employees already using AI?<\/li>\n<li>Do we have secure company-approved AI tools?<\/li>\n<li>Is our hardware ready for AI?<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">Once those foundations are in place, adopting AI becomes much easier.<\/p>\n<div contenteditable=\"false\">\n<hr \/>\n<\/div>\n<h1>SOD-IT Can Help Your Business Prepare for AI<\/h1>\n<p class=\"isSelectedEnd\">Understanding AI terminology is just the beginning.<\/p>\n<p class=\"isSelectedEnd\">At SOD-IT, we help businesses move beyond the buzzwords and implement AI in ways that genuinely improve productivity.<\/p>\n<p class=\"isSelectedEnd\">That includes:<\/p>\n<ul data-spread=\"false\">\n<li>Microsoft Copilot deployment<\/li>\n<li>AI-ready hardware<\/li>\n<li>AI governance<\/li>\n<li>Secure AI adoption<\/li>\n<li>Microsoft 365 optimisation<\/li>\n<li>Staff awareness and training<\/li>\n<\/ul>\n<p class=\"isSelectedEnd\">Our goal is simple.<\/p>\n<p>To help businesses understand AI, adopt it securely, and make it part of everyday work without unnecessary complexity.<\/p>\n<p class=\"isSelectedEnd\">If you&#8217;d like to understand how Microsoft Copilot and AI could benefit your organisation, we&#8217;d be happy to help.<\/p>\n<p class=\"isSelectedEnd\">\ud83d\udcde <strong>0141 488 1533<\/strong><br \/>\n\ud83d\udce7 <a href=\"mailto:support@sod-it.co.uk\"><strong>support@sod-it.co.uk<\/strong><\/a><br \/>\n\ud83c\udf10 <a href=\"http:\/\/www.sod-it.co.uk\"><strong>www.sod-it.co.uk<\/strong><\/a><\/p>\n<p>Source material adapted from the uploaded draft.<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Let&#8217;s be honest. If you&#8217;ve ever sat in a meeting where someone confidently said: &#8220;We need to leverage AI agents &hellip; <a href=\"https:\/\/sod-it.co.uk\/dev-2024\/ai-without-the-jargon-models-prompts-agents-workflows\/\">Continued<\/a><\/p>\n","protected":false},"author":3,"featured_media":1865,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[9],"tags":[],"class_list":["post-1864","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v21.3 - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>AI Without the Jargon | Models, Prompts, Agents &amp; Workflows - Business IT Support | Glasgow | Ayrshire<\/title>\n<meta name=\"description\" content=\"Confused by AI terminology? 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