Tag: Developers
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There’s a common view in tech: once you build an AI model or an agent, the hard part is done. But any technology leader knows the real challenge begins after deployment, especially with Generative AI, where outputs aren’t predictable facts but fluid language and reasoning. That’s why observability (the ability to see, understand, evaluate, and…
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🚀 1. Microsoft Copilot Isn’t Just GPT-Powered Anymore Until recently, Microsoft 365 Copilot and Copilot Studio leaned heavily on OpenAI’s GPT models (including the latest versions like GPT-5). Now, Anthropic’s Claude models (such as Claude Sonnet 4 / 4.5 and Claude Opus 4.1) have been added as optional model choices in key Copilot experiences. This…
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“Powered by neural networks.” You see this phrase everywhere, in AI tools, vendor decks, and LinkedIn posts. But if you’re a business owner or a developing consultant, it often raises a fair question: What does that actually mean, and why should I care? Let’s demystify it. What is a neural network (in plain English)? A…
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Ever been asked: “What does this user actually have access to in SharePoint?” And you know the answer may potentially be complicated 😅to report on for admins. Between site memberships, M365 groups, nested security groups, sharing links, and unique permissions, it’s rarely a simple response. Until now, answering that question properly usually meant PowerShell, compiling…
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If you’ve ever hit the limits of simple connectors, repeated refresh logic, or If you’ve ever hit the limits of simple connectors, repeated refresh logic, or manual data wrangling across environments, chances are a Dataflow is exactly the tool you needed. Dataflows are the Power Platform’s way to centralise, clean, reshape, and standardise data before…
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Vibe coding is basically building software by describing what you want in natural language and letting the system turn that into code. Instead of wrestling with syntax, you guide the outcome through prompts, testing, and quick iterations. It feels more like brainstorming than traditional coding, which is why it is becoming such a big talking…
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If you’ve been following Microsoft Ignite this year, you may have noticed something big quietly land among all the announcements. It’s called Agent 365, and it’s shaping up to be the missing piece we’ve all been waiting for in the world of Microsoft AI governance and enterprise-ready agents. For a while now, organisations have been…
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Licensing isn’t the most exciting topic in technology — until it becomes the reason innovation is blocked. For many organisations, Copilot Studio licensing has been that blocker. While the per-user licensing model for Microsoft 365 Copilot was straightforward, around $40 per user per month for productivity enhancements in Word, Excel, Outlook, PowerPoint, and Teams, the…
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Microsoft has just released a preview of Request for Information (RFI) in Copilot Studio agent flows, and I think this is one of the most important updates yet for organizations building AI-powered automations. Why? Because automation is powerful, but judgment still matters. In industries like insurance, finance, healthcare, or legal, there are moments where AI…
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I’ve spent a lot of time recently walking clients through the different AI options in Microsoft, discussing what each model offers and designing solutions that fit their business needs. As I explained the pros and cons of the various licensing approaches, it struck me that a clear, structured summary would be useful beyond those conversations,…