AI for South Africa

Maximillion Digital

AI for South Africa is the podcast that makes artificial intelligence practical, accessible and useful for South Africans — from Soweto to Stellenbosch, from the classroom to the boardroom. Hosted by Maxine McKelvey-Brown of Maximillion Digital, each episode teaches one concrete skill using real South African examples across business, education, family life and everyday work. Whether you're a spaza shop owner, an HR manager, a teacher or just someone trying to understand what all the AI fuss is about — this show is for you. No jargon. No hype. Just practical AI for South Africa.

  1. 10h ago

    AI Automation for South African Businesses: What Actually Runs Without You

    Automation gets talked about as though you need to build a complicated technical system before it becomes useful. You don't. In this episode of AI for South Africa, Maxine breaks automation down into something far more practical: giving a repeatable job clear instructions, access to the information it needs and a way to check whether the result is correct. You'll see real examples using Claude and Microsoft Copilot, including a monthly reporting process that previously took around three hours and now needs roughly 15 minutes of human checking. We also look at: The three questions to ask before automating a taskWhy documenting the process is often harder than choosing the toolScheduled workflows in ClaudeBuilding a Copilot agent around files stored in OneDrive or SharePointWhy automation should be tested against work you've already completed manuallyThe simple instruction that helps stop AI from guessingWhere tools such as Zapier and n8n fit into the pictureWhy keeping a human in the loop still mattersThe challenge for this episode is simple: Choose one repetitive task. Not ten. Not your whole business. One task that has a clear process and a result you can check. Document it, test it and see whether you can begin taking that job off your plate. Free workshop — 7 October 2026 We're also running a free practical AI and workflow session looking at what to automate, what should remain human and which processes need work first. Register: https://maximilliondigital.com/webinar More from Maximillion Digital: https://maximilliondigital.com Send us Fan Mail

    AI Automation for South African Businesses: What Actually Runs Without You
  2. Sep 8

    Stop Prompting. Build a Skill Instead.

    If you keep explaining the same task to AI over and over again, it might be time to turn that process into a skill. In this episode of AI for South Africa, I look at what an AI skill actually is and why it can make such a difference to consistency, especially when you’re using AI regularly in your business or across a team. I demonstrate three ways to create one: building it through a normal AI conversation, recording yourself doing the task, and creating a more detailed skill from an SOP, playbook or structured brief. I also build a simple meeting-notes skill in ChatGPT so you can see how straightforward the process can be. We cover: • What an AI skill is in plain English • Why skills can reduce repetitive prompting • Creating a skill through conversation • Recording a skill in Claude • Building more robust team skills from SOPs and briefs • What information should go into a skill • Defining the output you actually want • Adding the steps AI needs to follow • Creating guardrails around what AI should never do • Using skills for meetings, reporting, presentations, invoicing and everyday tasks • Some important privacy and data considerations when using ChatGPT, Copilot and Claude The framework to take away Before creating a skill, answer these four questions: What goes in? What information, files or context does AI need? What should come out? What should the finished result look like? What needs to happen in between? What steps are important to getting the correct result? What should it never do? What guardrails need to be built into the process? Your challenge Pick one task this week that you regularly repeat. Spend 30 minutes working through the process and turn it into a reusable skill. It doesn’t need to be complicated. Start with something you already understand well. If you need help creating skills for your business or team, particularly if you’re working within Microsoft, Copilot or a more controlled company environment, you can find me here: 🌐 https://maximilliondigital.com/ Coming next: We’re going back to automation, but this time I’ll be showing you practically how to use automation inside your environment and get more out of it. If you know someone who would find this useful, please share the episode with them. Send us Fan Mail

    Stop Prompting. Build a Skill Instead.
  3. Aug 26

    Understanding the simple side to Agentic AI

    Agentic AI sounds technical, expensive and complicated. But for many businesses, getting started is much simpler than it seems. In this episode of AI for South Africa, Maxine breaks down agentic AI in plain English and explains why you may not need a massive development project to start using it. At its simplest, agentic AI means giving AI a job and allowing it to carry out the task rather than simply telling you how to do it. Instead of asking a chatbot how to create a report and then doing the work yourself, an agentic system can follow the process and complete the job. The easiest way to think about it is as stairs, not a giant leap. You can start with tools you may already have access to, write down a clear SOP or playbook, give the AI one well-defined job, test what it does and correct it as you go. From there, individual skills can be connected, scheduled and gradually turned into larger automated workflows. In this episode, we cover: What agentic AI actually meansWhy it doesn’t always require custom softwareHow an SOP can become an AI skillHow to train and improve an AI process through feedbackHow individual AI skills can be chained togetherWhen scheduling turns a workflow into something that runs on its ownWhen you can build it yourself and when it makes sense to bring in a developerPractical examples for business, HR and everyday lifeMaxine also shares examples including an accounting practice automating document follow-ups, an HR onboarding process built from a few connected skills, and a weekly family planning workflow that brings school notices, appointments and activities together automatically. Your challenge for this week: pick one task you or your team repeat regularly. Write down the steps as if you were training someone new, give that playbook to the AI tool you already use, and run it once. Don’t worry about scheduling it or building something complicated yet. Test it, correct it and see what happens. Agentic AI doesn’t have to start with a huge technical project. Sometimes it starts with one repetitive task and a really clear set of instructions. Subscribe to AI for South Africa for practical conversations about AI, automation and how these tools can actually be used in everyday work and business. #AIForSouthAfrica #AgenticAI #ArtificialIntelligence #BusinessAI #Automation #AIProductivity #AITools #SouthAfrica Send us Fan Mail

    Understanding the simple side to Agentic AI
  4. Jul 29

    Raising Curious Minds In An AI World

    Should children be using AI, or should we be keeping them away from it completely? In this episode, I speak to Teacher Alex, a Grade R teacher, deputy principal, creative educator and parent, about what responsible AI use can look like for children of different ages. We explore why banning AI may leave children less prepared for the world they are growing into, but also why simply handing them a device without guidance can be dangerous. Alex shares practical examples from her classroom and home, including how she uses AI to: Adapt lessons for children who learn differentlySupport creativity without replacing hands-on learningHelp children express ideas they cannot yet write or drawTeach critical thinking and help children recognise fake contentIntroduce coding, robotics and digital skills through playSave planning time while improving the quality of her teachingCreate safer, more open conversations about technology at homeWe also discuss screen time, online safety, neurodiverse learning, AI-generated images, accessibility and the importance of helping children understand that AI can be useful without always being correct. AI will never teach a child what it feels like to touch a dog, climb a jungle gym or build something with their own hands. But, when it is used thoughtfully, it can help prepare them, support them and give them new ways to learn. The question is no longer simply whether children will use AI. It is whether the adults around them understand it well enough to guide them. Link To AI Game For Kids: https://chatgpt.com/g/g-6a425b97b9f88191b8e83348ee2da092-magic-maxs-magic-mix Send us Fan Mail

    Raising Curious Minds In An AI World
  5. Jul 8

    Claude Cowork: How to Set Up AI as Your Second Brain

    Have you ever felt like you are explaining the same thing to AI over and over again? You start a new chat, add the same client background, explain the same project, upload the same files, and then copy and paste the answer somewhere else. Claude Cowork changes that. In this episode, Maxine explains how Claude Cowork can help you move from simply chatting with AI to actually delegating repeatable work. Instead of only giving you a response, Claude can work inside a specific folder, read files, create outputs, edit documents and run scheduled tasks. This episode covers the three foundations of getting started: Projects — so Claude has the right context and instructions File access — so Claude can work with selected folders on your computer Scheduled tasks — so recurring work can happen without you starting from scratch You’ll also hear practical examples for bookkeepers, corporate teams, entrepreneurs and anyone who works with repeat tasks, reports, research, client folders or weekly admin. Most importantly, Maxine also talks about safety: only give Claude access to the folders it needs, avoid sensitive documents like IDs and banking information, and always review important work before sending it out. In this episode, you’ll learn: What Claude Cowork is How it is different from a normal chatbot Why projects save time and reduce repeated context How folder access can reduce copying, pasting and re-uploading files How scheduled tasks can support weekly or monthly admin Real examples of Claude Cowork in business Why you still need to review AI outputs before using them How to start with one simple project this week Try this after listening: Download Claude Desktop from Anthropic, create one project, and set it up for one area of your work. Start small. Choose one client, one recurring task, or one folder you understand well. Safety reminder: Do not give AI access to folders containing sensitive personal information, banking details, IDs or private documents. Create a safe working folder first. Claude Foundations — Level 1 Claude Power — Level 2 Send us Fan Mail

    Claude Cowork: How to Set Up AI as Your Second Brain

About

AI for South Africa is the podcast that makes artificial intelligence practical, accessible and useful for South Africans — from Soweto to Stellenbosch, from the classroom to the boardroom. Hosted by Maxine McKelvey-Brown of Maximillion Digital, each episode teaches one concrete skill using real South African examples across business, education, family life and everyday work. Whether you're a spaza shop owner, an HR manager, a teacher or just someone trying to understand what all the AI fuss is about — this show is for you. No jargon. No hype. Just practical AI for South Africa.

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