Architecture

Sofia AI SaaS® architecture

A streamlined transition to unified data storage and analysis, without replacing your existing data lakes and warehouses

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.

Mission critical system

Resilient systems designed for high availability and effiency

Modular components

Plug and play architecture; Ability to enhance functionality and leverage third party capabilities.

Future proofed

Highly concurrent, scalable system design with guaranteed latency.

Team player

Interoperable systems adhering to communication standards and industry standard APIs; No vendor lock in with full data ownership guarantees.

Ease of use

Intuitive UI, with an incredible aesthetic appeal across all screen sizes

Secure

Multiple levels of data security to deal with evolving threats and secure confidential data

Social contract

Lean system design with a focus on resource optimisation; Targeted use of computationally intensive components for maximum benefit with minimum resource use.