M365 Show Podcast

Extending Microsoft Fabric with Custom APIs and Power BI Models


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If you’ve ever hit a wall with Microsoft Fabric’s UI, wondering how everyone else is breaking through data silos and building seamless analytics—even when the out-of-the-box options fall short—you’re in the right place. Today, we’ll show you exactly where Fabric’s UI holds you back, and how custom APIs and Power BI models unlock a whole new set of solutions.Where the UI Stops: Recognizing Fabric’s Real-World RoadblocksIt’s easy to scroll through Microsoft Fabric’s sleek UI and convince yourself you’ve landed in analytics paradise. There are connectors everywhere, visualization options line up like menu items, and those first dashboards come together almost too smoothly. Then reality shows up—usually in the form of one convoluted project. Imagine this: you’re part of a team that needs to blend sales numbers from Dynamics with supplier data locked away in an aging ERP. Everybody’s excited, plans get drafted, and then someone asks, “So how do we bring in these custom fields from the ERP? And can we automate refreshes, including those weird exceptions marketing cares about?” That’s when people start reaching for their coffee, because suddenly, the UI isn’t as endless as it seemed.It hits harder with automation. Maybe you’re leading a product team and want daily insights—automatically—across inventory, support tickets, and ongoing campaigns. Sounds simple enough, but as soon as a custom API or an on-prem system enters the story, the UI can’t stomach the integration. Users find themselves jumping through hoops, setting up manual data dumps, or—my personal favorite—copying everything into Excel for the “real” calculations. The UI lets you get so far, and then you hit a wall that’s as invisible as it is solid.A finance department offers a textbook example. One team I worked with was desperate to automate reconciliations between payments and invoices. Their dream was simple: trigger a workflow whenever third-party records hit specific thresholds and surface the discrepancies inside Fabric online reports, no human intervention needed. Problem is, the out-of-the-box options just won’t trigger actions from third-party systems. They ended up exporting everything once a week, manipulating data elsewhere, and re-uploading results—using half a dozen tools and wasting hours they swore they’d reclaim.And it’s not just anecdotal. If you talk to IT leads, you hear the same complaints: “We’re stuck in data silos unless someone scripts a workaround,” or “Our users end up running shadow processes because the main system can’t talk to the one they care about.” According to a recent industry survey, nearly 70% of tech teams using Fabric admit to at least weekly instances where manual exports or external automations become the only way around the platform’s connector blind spots. That means most organizations aren’t just bumping into limitations—they’re living with them as a part of regular business.You might expect the technical leads to just throw more dashboards at the problem. That’s not what happens. Kenneth, a Fabric power user and Microsoft MVP, told me, “Outgrowing the UI isn’t a sign you’ve botched your deployment—it usually means your organization is finally asking more ambitious, cross-functional questions. Fabric’s UI lets you build a lot, but real change starts when you run into its edges and need to extend the platform for your business.” He’s seen the UI carry organizations surprisingly far, but every serious analytics team he’s worked with eventually stumbles on the same set of issues: unsupported data sources, complicated business rules, and a need to automate things that can’t be done with point-and-click alone.It all starts to feel like being handed a Swiss Army knife, only to discover that half the blades are glued shut the moment you try to use them. You get the basics—sure, you can cut and slice the simple stuff. But when you want to carve out something unique, you’re reaching for a tool that stubbornly refuses to open. It’s frustrating, and it begs the question a lot of us whisper in hallway conversations: “Is this it? Or is there another way in?”There is, but first you have to recognize that running into these walls is normal—honestly, if your organization isn’t hitting them, it might mean you’re not pushing the platform hard enough yet. Outgrowing Fabric’s interface isn’t some embarrassing confession, it’s a signpost that you’ve matured your analytics thinking. It means the business sees value in data and is actually hungry for more—richer automation, tighter integrations, the ability to layer on complex calculations, or simply to stop using Excel as a bandage for what the platform can’t do.So what does that signal look like? It usually starts small: someone’s asking for a connector that isn’t there, or they’re emailing exports around. Later it’s, “Can we automate this?” or “Can Fabric talk to our custom API?” The moment those questions cross your inbox, you know you’ve outgrown the point-and-click world. And that’s not a problem—it’s your analytics practice leveling up. Now, the important part is figuring out exactly when you need to shift from using what’s built-in to designing your own connections. That’s when custom APIs come off the shelf and start playing a starring role. And the clearest sign it’s time for that step? Well, let’s look at what really tells you when an API-driven approach is unavoidable.When APIs Become Essential: Spotting the Signs and Selecting Use CasesIf you’ve ever tried to plug a niche data source into Microsoft Fabric, you know that moment when the list of built-in connectors stops just short of what you really need. The UI brags about out-of-the-box coverage, but somehow your legacy inventory system—or that homegrown app the business can’t live without—sits on the outside looking in. It feels like waiting at a bus stop, watching bus after bus roll by, and none are going where you want. The connectors get you ninety percent there, but then you’re left looking at rows of data you can’t pull in and processes you can’t stitch together.A lot of teams run into this when they first try to automate regular reporting or need to merge operational data with the rest of the analytics pie. You’ve got execs who want week-over-week reporting, or product managers who need up-to-the-minute stats, but the system you’re pulling from wasn’t on Microsoft’s radar when they wrote the default integrations. Suddenly, that refresh schedule you counted on only updates data every night—or worse, whenever someone feels like running a manual extract and upload. There’s nothing quite like standing up a fancy dashboard, only to have someone ask, “Why is this number two days old?” and realizing the workflow breaks down where Fabric’s connectors can’t follow.But it doesn’t just stop at reporting delays. Think about scenarios with a little more complexity: an operations lead gets handed a directive to display live sensor data from production lines, tracking machines and environmental factors in real-time. The IoT system uses a custom API—something built in-house, patched together with the manufacturer’s instructions, and absolutely not supported out-of-the-box in Fabric. The operations team can see what their dashboard could be, but every attempt to automate the flow hits a hard wall. That’s when you start seeing people paste JSON files into chat, pass CSVs over email, and set up “temporary” FTP drops that turn into year-long solutions nobody wants to maintain.The frustration is real. The native tools look impressive lined up in the UI, and at first glance, you might bet on drag-and-drop covering every scenario. But there is always that one system—usually critical, always demanding—where no friendly wizard or pre-built dropdown appears. Ryan, an analytics architect I worked with, summed it up well: “Drag-and-drop is great until the business asks a question no connector was built to answer.” The line between what’s possible and what’s practical gets blurry, and before you know it, technical leads are spending more time with Python scripts and Power Automate flows than they ever planned.You can usually spot when a team is ready—or overdue—to step up to custom APIs. The first giveaway is seeing repeated data exports, especially if they’re happening at odd hours or showing up as a flood in email inboxes. If someone is scheduling manual uploads just to keep a dashboard alive, or if the workflow depends on Bob remembering to download a file before his morning coffee, that’s a major red flag. Another sign is the quick spread of third-party automation hacks. When IT policies are stretched to make daily handoffs between systems work, there’s a good chance the security team is losing sleep. I’ve seen entire processes run from unsanctioned cloud storage or, worse, from someone’s personal OneDrive because it’s the only way to keep two systems in sync.Maybe the most telling indicator is the question of data security and compliance. Manual processes, by their nature, are hard to track and even harder to audit. Every time you export sensitive data and juggle it outside of Fabric, you introduce risk—accidental exposure, incomplete records, or failing to meet regulatory promises. At first, these look like operational headaches; over time, they can become a real liability, especially as audits get more stringent.So where do custom APIs come in? They’re the bridge between what Fabric was designed to do and what your business actually needs. Instead of wrestling with workaround after workaround, APIs let you automate exactly the data pulls, transformations, and syncs that matter most. You build a direct pipeline between your core platforms and Fabric, wiring together live or near-real-time streams that would otherwise never co-exist. This isn’t just about convenience—it means dashboards that are fed by the actual systems of record, not a week-old copy living somewhere in a spreadsheet.There’s a powerful example in the retail sector. A

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M365 Show PodcastBy Mirko