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 dedicated and segregated inside Axon's Snowflake environment, configured to that client, with full read and query access. The warehouse is not shared infrastructure.

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

- Dedicated, segregated Snowflake warehouse per client

- Power BI reporting layer connecting directly to the warehouse

- No manual data handling required after initial setup

Axon Perform is the performance intelligence platform for elite sports organisations. Built on a dedicated Snowflake warehouse with Power BI reporting, Axon centralises GPS, strength, wearable, and game analytics data into one system, configured to the client. Clients own the measures, reports and AI models they build on top.