SPORT IS A GAME OF INCHES

Collecting and storing data is no longer enough.

Are changing the way sporting teams manage injury risk

By introducing the world's only solution that combines machine learning with

multivariate analysis

Copyright © 2018. Kitman Labs Ltd

BUT
THE RIGHT INSIGHTS DON'T 
COME EASILY

WHY DOES THIS MATTER?

WHY? 

Now you can understand and control injury risk in just four simple steps.

Because it was impossible to analyse every possibility and combination of possibilities to find the real risk factors

You investigate 200 metrics using 10 different industry standard calculations across multiple different timelines

Which yields...
  • X million univariate possibilities
  • Y million multivariate possibilities

So, instead you just run with two metrics  and investigate only the injured players.

But due to limited time and lack of tools, make it impossible to assess different injury types and mechanisms against all athletes and each specific positional group

And based on the trends of your analysis, you make some changes to the athletes training.
YET... First game into season, one of your key players gets injured
MACHINE LEARNING IN SPORT

But in sport, where the goal is to prevent injury, certain machine learning methods are more effective than others

WANT TO GET AHEAD?

TALK WITH US TODAY

science@kitmanlabs.com

@kitmanlabs

#whatsinyourdata?

#gameofinsights


SPORT IS NOW A GAME OF INSIGHTS

Why?
The combination of ML + MV is an intuitive solution that continues to adapt with every new addition of data, evolving to support the uniqueness of each athlete.

In order to get ahead of the competition, successful teams  must now use their data to increase   performance and improve player health.

The results showed:

Acute : Chronic was high for injured player. Fatigue was also increased

THE SOLUTION?
Highlights the process and drivers behind injury risk. 

 You can understand WHY injury risk occurred and WHY it may affect some athletes more than others.
DESCRIPTIVE MACHINE LEARNING, 
IS USED BY KITMAN LABS

Pick your injuries

Determine your risk appetite

Get notified when players are at risk

View risk factors and take action

We are swimming in data

Time and tools are limited

Complexity isn't a problem

Data volume isn't a problem

Time isn't a problem

NOW IT'S EASY

LEARN MORE
It's the beginning of a new season
A new technique that combines:
Machine Learning 
(ML)
Process the volume and complexity of the data
Multivariate Analysis (MV)
 Link the millions of combinations and metric interactions
+

   Risk Advisor

Quantifies injury risk in real time and delivers actionable insights that evolves with you and your athletes.

Powered by sports’ most advanced descriptive machine learning and multi-variate analysis that assesses millions of data points and calculations by linking them with actual injury events, to accurately quantify injury risk.

?

0

And you are reviewing data from the prior year
You try to find objective insights, so you can understand WHY the injuries occurred
You find that a number of important players picked up injuries that limited your ability to win crucial games

1

2

3

4

5

6

7

8

9

10

Uses an unseen rational to process the data.

Provides teams only with 'WHATthe injury risk is, thus limiting your ability to trust this data, understand it or ever use it.

BLACK BOX ANALYTICS

2

1

3

4

PROBLEM
Because the problem is complex

A

Performance isn't binary
Injuries aren't binary
Humans aren't binary
PROBLEM
Time and tools are limited

C

PROBLEM
We are swimming in data

B

A

B

C

The problem is complex