Hakkoda’s Aloha, built on Snowflake, helps hospitals improve efficiency by using machine learning to flag patients likely to experience avoidable hospital days. Aloha processes clinical and demographic data in Snowpark, generating real-time insights that integrate into EMR systems. This enables better bed allocation, managed discharges, and identification of care variations. Benefits include improved patient outcomes, reduced length of stay, increased revenue, and optimized resources. A 0.6-day LOS reduction can save \$24 million annually. Clinicians and administrators gain transparency and faster decisions without relying on multiple analytics tools.

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