About Client
The client is one of the world’s largest crypto casinos, both in terms of revenue and player volume. Operating in a highly competitive and fast-evolving environment means that leadership depends on quick, reliable insights to respond to fluctuations in player activity, market volatility, promotions, and risk exposure.
Challenge
The organization was relying on MySQL as its primary operational datastore, a system that had served them for years but no longer met their analytical needs. Operational reports were delayed by 24 to 48 hours, creating a significant lag between what was happening inside the platform and what leadership could see.
For a crypto casino, this delay was unacceptable. Decisions involving player bonuses, liquidity management, fraud monitoring, and campaign performance required insight within minutes—not days.
The core challenge was clear: move from a legacy batch-driven model to a modern Snowflake real time analytics ecosystem without disrupting ongoing operations. At the same time, the client team needed clarity on the right visualization integration—particularly as they compared tableau vs Snowflake for handling large volumes of live data and ensuring fast dashboard refresh rates.
The business wanted real time reporting Tableau dashboards that were reliable, responsive, and did not overwhelm compute resources.
