With Sofia AI SaaS®, organizations do not need to replace their current lakes and warehouses; Sofia Ai SaaS streamlines the transition to a unified data storage and analysis solution.
Data warehouses, data lakes, and data lakehouses have specific functions and Sofia AI SaaS® architecture utilizes all three in an integrated data fabric:
Data lake: a general-purpose storage solution for incoming data in any format.
Data from the lake is transferred to data warehouses, each tailored to individual business modules, informing decision-making.
A data lakehouse that facilitates working with raw data for machine learning (ML), artificial intelligence (AI), and data science projects.
