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Sports data APIs and warehouses

APIs, data warehouses, ETL pipelines, normalised databases and real-time sports infrastructure.

We design the full data path: raw storage, normalisation, entity matching, the sports database, the analytics engine and the client-facing API.

The hardest part of multi-source sports data is identity. We match teams and players across providers so one player never becomes three.

Who it is for. Sports-tech companies, media and anyone who needs reliable sports data in their own stack.

What is included

  • REST and GraphQL sports APIs
  • PostgreSQL databases and data warehouses
  • Historical database builds
  • ETL pipelines and API synchronisation
  • Player and team ID matching
  • Real-time pipelines, WebSockets and Redis caching
  • Data quality monitoring, reconciliation and failover
  • Docker, cloud and on-premise deployment

How it works

  1. External sports APIs
  2. Raw data storage
  3. Normalisation
  4. Entity matching
  5. Sports database
  6. Analytics engine
  7. Client API or dashboard

Related services

Sports analytics platforms

Custom platforms for teams, players, competitions, scouting and performance analysis.

Sports API integration

Add football, NBA, NFL, MLB, EuroLeague or odds data to software you already have.

Dashboards, visualisation and widgets

Dashboards, charts and embeddable widgets for analysts, publishers and fans.

Sports software and MVPs

Sports websites, apps, league and tournament systems, fantasy platforms and SaaS MVPs.