What Is a Sports Performance Data Warehouse

Definition: A sports performance data warehouse is a centralised cloud database that automatically ingests, stores, and organises data from all of an elite sports team's performance systems — GPS, strength and conditioning, game analytics, wellness, and wearables — into a single, queryable environment.

A sports performance data warehouse eliminates the need for manual data collection, spreadsheet management, and cross-system reconciliation. Instead of analysts spending hours downloading files, reformatting data, and stitching sources together before analysis can begin, a data warehouse automates all ingestion and makes all data immediately available in a consistent, standardised format.

In elite sport, performance data is generated by a wide range of systems that do not natively communicate with each other. GPS tracking platforms, force plate testing systems, game analytics providers, wearable devices, and wellness survey tools each produce data in different formats, with different update frequencies, and with different identifier conventions for athletes. A sports performance data warehouse solves this by applying a consistent data model across all sources, mapping athletes across systems, and producing a unified layer that reporting tools can query directly.

The Axon Perform data warehouse is built on Snowflake — an enterprise-grade cloud data platform. Each client's warehouse is provisioned in their own Snowflake environment, meaning the client owns the data outright. The warehouse is not shared infrastructure. If a team ends their relationship with Axon Perform, they retain full access to their data warehouse, their historical data, and all logic built within it.

This is fundamentally different from athlete management systems and SaaS analytics platforms, where data and reports live on the vendor's servers and are lost on contract termination.

Key characteristics of a sports performance data warehouse built by Axon Perform:

- Automated data ingestion from all connected source systems

- Consistent athlete mapping across GPS, game, medical, and wellness data

- Standardised KPI definitions applied consistently across all data

- Client-owned infrastructure on Snowflake

- Power BI reporting layer connecting directly to the warehouse

- No manual data handling required after initial setup

Axon Perform is the high performance data intelligence platform for elite sports organisations. Built on Snowflake with Power BI reporting, Axon centralises GPS, strength, wearable, and game analytics data into a single bespoke system. Clients own their data, their warehouse, and their IP outright.