SCIENCE AT LEAD YOU

Where performance data becomes understanding.

Lead You structures athlete data to understand what is happening today, interpret how the athlete is evolving and give teams a stronger foundation for their own analysis.

Understand→Analyze→Anticipate→Learn

01 — RESEARCH BY LEAD YOU

Research starts on the field.

We start from questions raised by performance staffs, then use data, sport science and analysis to build useful methods — before progressively translating them into product.

01Field question
→
02Data
→
03Research
→
04Validation
→
05Product
Understand before you predict.

Data is not an end in itself. It should help teams understand the athlete, workload and development more clearly.

02 — WHAT WE BUILD FROM DATA

From measurement to anticipation.

Lead You develops methods to characterize demands, understand athlete response and model how performance evolves over time — without reducing performance to a single metric.

01 — MEASURE DIFFERENTLY

Understand the most demanding passages.

Two sessions can look similar in volume while creating very different demands. Lead You uses GPS and IMU data to identify the most demanding windows: MDS through a multivariable view and WCS metric by metric.

MDS / WCSWhere do the most demanding passages really occur?
02 — UNDERSTAND

Relate what the athlete does to what it costs.

GPS, IMU, heart rate, TRIMP, sRPE and wellness help relate external load to internal response instead of interpreting each signal in isolation.

STIMULUS × RESPONSENo single metric explains the athlete.
03 — ANTICIPATE

Move from observation to anticipation.

By combining longitudinal athlete history, context and multiple performance signals, Lead You develops predictive models to estimate how certain states, responses or performance levels may evolve over time.

PREDICTIONHistory + context + multiple signals → estimated evolution

03 — RESEARCH WITH LEAD YOU

A stronger foundation for your own analysis.

Lead You is not built to replace the Data Scientist or Sport Scientist. It is built to stop them rebuilding the same dataset before every new question.

Lead You brings data together, preserves its origin, gives it a coherent structure around the athlete and puts it back into context. Your teams can then continue working with their own methods and analytical environments.

Start with the question. Not with data cleaning.Lead You provides the foundation. Your teams keep their methods.
01 — YOUR QUESTIONYour performance questionLoad · recovery · testing · health · longitudinal
↓
02 — LEAD YOU DATA FOUNDATIONStructured and contextualized athlete dataSource · athlete · session · time · context
↓
03 — YOUR ENVIRONMENTYour own analytical toolsPython · R · BI · custom models · research datasets
↓
04 — YOUR RESEARCHYour analysis, your models, your intellectual property

04 — DATA FOUNDATION

Make all your data work together.

The quality of analysis starts with the quality of the foundation. Lead You organizes data before it reaches a model or dashboard.

01Connect

Bring together GPS, IMU, heart rate, questionnaires and other performance sources.

02Preserve

Keep source data and provenance before transformation.

03Standardize

Align metrics, units, athletes and sessions into an exploitable structure.

04Contextualize

Relate every value to the athlete, history, participation and sporting context.

05Serve

Make structured data available where it creates value: Lead You, exports, API or analytical environments.

A simple principle:standardization must never erase data provenance.

05 — BUILT FOR CONTINUOUS RESEARCH

A foundation for today’s analysis and tomorrow’s research.

The same data foundation can support everyday staff workflows, methods developed by Lead You and research projects led by your own teams.

RESEARCH BY LEAD YOU

Our research evolves Lead You.

We continue exploring new ways to understand workload, athlete response and how both evolve over time.

  • Field-driven questions
  • Analysis and modeling
  • Progressive validation
  • Translation into product
RESEARCH WITH LEAD YOU

Your research remains yours.

Lead You can become the data layer your teams use to build their own analysis, models and internal methods.

  • Your questions
  • Your tools
  • Your methods
  • Your intellectual property
Your data. Your questions. Your methods.Lead You provides the foundation.

SCIENCE × PERFORMANCE

A performance question sometimes deserves more than a dashboard.

Tell us about your environment, your data and the questions you are trying to answer.

Talk to Lead You