SaaS companies face six key data roadblocks: silos, IT bottlenecks, overburdened analysts, low data literacy, data overwhelm, and high latency. Silos limit visibility and cause inconsistencies, while IT teams get stuck handling ad hoc requests, slowing productivity. Analysts become backlogged due to poor data quality, excessive requests, or unclear requirements. Low data literacy leads to misinterpretation and poor decisions, while too much irrelevant data overwhelms users and slows systems. High latency delays insights and frustrates customers. Solutions include centralized warehouses, self-service BI, better governance, training, and optimized pipelines.

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