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Cloud Cost Optimisation in 2026: Where Enterprises Are Overspending and How to Fix It
Image Source: Pexels | Cloud Cost Optimisation in 2026: Where Enterprises Are Overspending and How to Fix It The promise of cloud computing was efficiency, pay for what you use, scale when you need it, and stop paying when you do not. In practice, most enterprises are paying significantly more than they should, and the gap between what they are spending and what they would spend with proper governance is larger than most finance teams realise. Industry estimates consistently
sonali negi
Jul 166 min read


Shadow AI in the Enterprise: Understanding the Risk and Building a Governance Response
Image Source: Pexels | Shadow AI in the Enterprise: Understanding the Risk and Building a Governance Response There is a version of this conversation that happens in boardrooms and a version that happens in practice. In the boardroom version, the organisation has a clear AI policy, employees understand what tools are and are not approved, and the technology team has visibility into how AI is being used across the business. In practice, employees are using AI tools that nobody
sonali negi
Jul 86 min read


7 Signs Your Infrastructure Isn't Ready for AI Workloads
Image Source: Pexels | 7 Signs Your Infrastructure Isn't Ready for AI Workloads Artificial intelligence is no longer an experimental technology reserved for large enterprises. Organizations across healthcare, manufacturing, logistics, finance, retail, and telecommunications are rapidly integrating AI into everyday operations to automate processes, generate insights, improve customer experiences, and gain a competitive advantage. Yet many AI initiatives never move beyond the p
sonali negi
Jul 14 min read


LLM Orchestration at Scale: What Enterprise Teams Need to Know Before They Build
Image Source: iStock | LLM Orchestration at Scale: What Enterprise Teams Need to Know Before They Build Single model, single prompt, single response. That architecture works fine for a demo. It stops working reliably the moment you try to do something genuinely useful at enterprise scale — multi-step tasks, multiple data sources, multiple models handling different parts of a workflow, with real users depending on the output for real decisions. LLM orchestration is the layer t
sonali negi
Jun 244 min read


Snowflake vs Databricks vs Qlik: How to Choose the Right Data Platform for Your Organisation
Image Source: iStock | Snowflake vs Databricks vs Qlik: How to Choose the Right Data Platform for Your Organisation The question comes up constantly and it is almost always framed incorrectly. Teams ask which platform is better and end up in a comparison that misses the point entirely. Snowflake, Databricks, and Qlik are not competing products in the same category. They solve different problems, operate at different layers of the data stack, and the organisations getting the
sonali negi
Jun 175 min read
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