In Malaysia, 73% of organisations report that their AI initiatives stall due to poor data infrastructure, not a lack of models. Meanwhile, 64% of Malaysian enterprises overspend on platform licenses for features they never use. This is the enterprise data platform problem: vendors sell bloat, not solutions. Enterprise-grade data platforms power AI at scale. But most organisations don't need the full vendor stack. Modern enterprise data platforms demand transparency - transparent pricing, transparent governance, and transparent infrastructure costs. Below is an explanation of what “enterprise-grade” actually means today, why large vendors often over-engineer and overprice, and how lean, well-architected platforms (like Nimbus ) deliver the same governance, performance, and scale without the excesses of enterprise. What Enterprise Data Platforms Actually Deliver Enterprise-grade platforms once meant vendor logos and armies of consultants. Today, they mean something practical and measurable.…