The CSV Grind
Sports scientists waste two hours every morning manually exporting and merging CSV files from different hardware providers.
Data Integrations
Data Engineering
Connect the performance ecosystem.
We develop API middleware and Bluetooth integrations to ingest live data from wearables (GPS, HR), velocity-based training devices, and force plates into a single centralized database.
- Robust ETL pipelines connecting to third-party APIs (STATSports, Catapult, VALD, Oura)
- Automated data normalization, ensuring 'High Speed Running' from different GPS brands can be compared accurately
- Cloud data warehousing (AWS/GCP) designed specifically for the high volume and velocity of biomechanical time-series data
Data fragmentation hides the true physical picture.
Elite teams invest hundreds of thousands of dollars in GPS units, force plates, and sleep trackers. But if the GPS data lives on one server, the strength data in another, and the wellness data in a spreadsheet, the High-Performance Manager cannot see the correlation between poor sleep, high acute load, and a subsequent hamstring injury.
Siloed Analysis
You cannot easily graph an athlete's maximum sprint velocity against their weekly hamstring strength because the data is disconnected.
Vendor Lock-in
The team is terrified to change GPS providers because they don't own their historical data; it's trapped in the vendor's cloud.
The deliverables
Unified high-performance data architecture.
We engineer the invisible pipelines that connect your entire hardware ecosystem into one proprietary asset.
Hardware API Middleware
Developing secure Node.js layers that routinely poll third-party APIs to extract session data the moment a device is synced.
Data Normalization Engines
Building logic that cleanses incoming data, standardizes naming conventions (e.g., matching 'Hamstring L' to 'Left Hamstring'), and flags anomalies.
Time-Series Warehousing
Architecting cloud databases (like Snowflake or TimescaleDB) specifically designed to handle massive volumes of high-frequency sports data.
Bluetooth/Local Integrations
Where APIs don't exist, we can build custom local integrations to pull data directly from hardware files via local network scripts.
Featured SportsTech Platform
Unifying high-performance data.
See how we helped a professional sports franchise replace five different Excel spreadsheets and three disconnected hardware apps with a single, unified Athlete Management System (AMS), saving the sports science team 15 hours of data entry per week.
High PerformanceData Engineering
Project Overview
From silos to scorecards.
We developed a secure cloud infrastructure that automatically ingests GPS data (Catapult), strength metrics (VALD), and subjective wellness surveys into a single dashboard, allowing the High-Performance Manager to identify injury risks instantly.
Frequently Asked Questions
Common questions about SportsTech.
How do you integrate data from different hardware providers (GPS, Force Plates)?
We build robust ETL (Extract, Transform, Load) pipelines that connect to the APIs of major providers (like STATSports, Catapult, or VALD), normalizing the disparate data into a single, unified data warehouse for your team.
Can you build mobile apps for athletes to log wellness data?
Yes. We build lightweight, secure React Native apps where athletes can quickly log RPE (Rate of Perceived Exertion), sleep quality, and muscle soreness before they even arrive at the training facility.
How do you ensure medical and performance data is secure?
Athlete health data is highly sensitive. We implement enterprise-grade security protocols (like Auth0 for identity management), encrypt data at rest, and ensure role-based access control so a coach only sees what the medical team allows.
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Modernize your high-performance
and SportsTech operations.
From complex hardware API integrations to mobile athlete wellness apps and predictive injury dashboards, we build software that drives elite performance.
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