Talk to Your Data: You Don't Have to Pay a Fortune for AI-Powered Analytics
The AI revolution has changed the world of data too. Instead of staring at a report and wondering what happened, we now ask the data directly: which product sold the most last month, or why sales dropped.
The AI revolution has changed the world of data too. Instead of staring at a report and wondering “what happened here?”, we now ask the data directly: “Which product sold the most last month?” or “Why did sales drop?”.
Microsoft Fabric Copilot offers a compelling vision here. Behind that vision, however, lies a “capacity cost” that small and mid-sized businesses in particular need to watch.
Fabric Copilot and F2 Capacity: The Hidden Cost
With Microsoft's latest update, Fabric Copilot can now run on F2 capacity as well. That sounds like great news, but one technical detail should not be overlooked: capacity consumption.
F2 already has a limited amount of compute (CU). You spend that power serving your reports, refreshing your data and running queries. Add Copilot's heavy AI queries on top and your F2 capacity is exhausted fast.
•Data refresh jobs wait in the queue.
•Your users start complaining that “the system is very slow”.
In short, running Copilot on F2 is like loading a small car with passengers and heavy cargo and then driving uphill. The engine struggles.
BiNexus AI: Intelligence Independent of Capacity
BiNexus (Power Hub) serves artificial intelligence in a way that is independent of your Fabric capacity and never competes with it.
1. It Never Touches Your Fabric Capacity
BiNexus reads your data schema but performs the AI work on its own side, on Azure AI Foundry infrastructure. In other words, chatting with the AI does not spend a single unit of your F2 capacity. Your report performance is never affected.
2. Your Data, Your Model
BiNexus is not just a generic AI. You can train the model on your own business rules and terminology (fine-tuning & RAG).
•It understands what you mean when you say “revenue”.
•It knows whether “last year” refers to your fiscal year or the calendar year.
3. Token-Based Control and a Free Start
In Fabric, exceeding your capacity can stall the system or trigger autoscaling and surprise invoices. BiNexus, by contrast, works on a token basis . You pay for as much as you talk.
On top of that, the Enterprise Plan includes 1,000,000 tokens completely free of charge. That means thousands of questions and answers — enough to last most businesses for months.
Conclusion: Be Smart, Protect Your Capacity
AI is the future of business intelligence. But stepping into that future should not cost you the performance of the system you already run. With BiNexus you keep the economic advantage of F2 and still talk to your data freely, without consuming your capacity. Ready to talk to your data? Try BiNexus AI today.