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AI Chatbot for Businesses: Trends to Watch in 2025 

AI chatbots for businesses have come a long way from their early days as simple customer service tools. Platforms like Drift and Intercom helped lay the groundwork, but today’s landscape is filled with dozens of advanced solutions offering far more than scripted replies. The real challenge now isn’t finding a chatbot, it’s choosing the right one. As these tools evolve,

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Data Analytics

How to Use PySpark Notebook in Microsoft Fabric Warehouse: Everything You Need to know 

Data engineering teams today face a pressing challenge: nearly 70% of their time is spent just preparing data, not analyzing it. Fragmented tools, duplicated storage, and disconnected environments continue to slow development cycles. Meanwhile, demand for scalable, real-time pipelines and unified analytics keeps rising.   To address these inefficiencies, platforms that consolidate the analytics workflow have surged in adoption—none faster than

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Microsoft Licensing

What Mid-Sized Enterprises Need to Know About Microsoft’s EA to CSP Shift  

As of January 2025, Microsoft has begun phasing out Enterprise Agreement (EA) renewals for mid-sized organizations, primarily those with 500 to 2,400 users on the Level-A Enterprise Agreement (EA) model. These customers are now encouraged to move to the Cloud Solution Provider (CSP) model for continued access to Microsoft licensing and services.  This shift reflects Microsoft’s broader strategy to enable

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