What is Fabric IQ
Microsoft Fabric IQ: What It Is and Why It Matters for Your Business? Home Microsoft Fabric IQ is a new semantic intelligence layer inside Microsoft Fabric, announced at Microsoft Ignite in November 2025. It is designed to transform the way organisations use their data, shifting the platform from a unified data store into a fully […]
AI Data Quality: Why It’s the Real Reason Most AI Projects Fail?
AI Data Quality: Why It’s the Real Reason Most AI Projects Fail? Home AI data quality is the issue sitting quietly at the centre of most failed AI initiatives, yet it rarely makes it into the project post-mortem. Organisations invest heavily in machine learning platforms, hire data scientists, and build ambitious roadmaps, only to find […]
What is a Frontier Firm?
What is a Frontier Firm? Home Frontier Firm AI: What It Is and Why Only 22% of Companies Qualify Frontier Firm AI is not just a buzzword. It is the clearest dividing line in modern business: the 22% of organisations worldwide that have fully embedded artificial intelligence into their operations, strategy, and culture, and the […]
What Is Agentic DNA?
What Is Agentic DNA? Home If you have been hearing more about AI agents, autonomous workflows, and smarter automation, you are not alone. The next shift in enterprise AI is not just about asking a model questions. It is about building systems that can observe, decide, and act with clear guardrails. That is the idea […]
The Hidden Cost Traps in Microsoft Fabric (Even After “Unified Pricing”)
The Hidden Cost Traps in Microsoft Fabric (Even After “Unified Pricing”) Home Microsoft Fabric pricing can feel reassuring at first, because the platform brings data engineering, analytics, storage, and reporting into one environment. In practice, the biggest cost surprises often sit outside the headline price and show up in capacity planning, workload behaviour, and governance […]
Microsoft Fabric JDBC Driver
Microsoft Fabric JDBC Driver Home What GA Means for Enterprise Data Engineering? The Microsoft Fabric JDBC Driver has officially reached General Availability (GA), and for enterprise data engineering teams, this milestone is far more than a version number change. It signals that Microsoft’s unified analytics platform is now ready for serious production workloads, with a […]
Microsoft Fabric Data Agents Are Now GA
Microsoft Fabric Data Agents Are Now GA Home Why This Is More Than Just Another AI Feature? Microsoft Fabric Data Agents are now generally available (GA), and the impact extends well beyond a new chat interface. GA signals that conversational access to governed enterprise data is moving into production expectations — including support, monitoring, and […]
Microsoft Acquires Osmos
Microsoft Acquires Osmos Home What the Osmos Acquisition Means for Your Data Platform? Microsoft Fabric agentic AI just took a significant leap forward. In January 2026, Microsoft announced the acquisition of Osmos, a Seattle-based startup that automates data engineering using AI agents. For organisations already invested in Microsoft Fabric, or those considering the platform, this […]
Azure Analytics Bill Too High? What Microsoft Fabric Does About It
Azure Analytics Bill Too High? What Microsoft Fabric Does About It Home Your Azure analytics bill is one of the clearest signals that something in your data architecture is not working as efficiently as it should. For many organisations, that bill grows month on month without a clear explanation, and the instinct is to either […]
Microsoft 365 Copilot Adoption Roadmap (2026)
Microsoft 365 Copilot Adoption Roadmap (2026): Home A Practical, No-Nonsense Guide for Enterprise Leaders AI in the enterprise is no longer a future bet – it’s a present advantage. And when it comes to productivity AI, Microsoft 365 Copilot is leading the charge. Embedded across Word, Excel, PowerPoint, Outlook, and Teams, Copilot promises to transform […]