Is your Data AI Ready?

There is a lot of talk about the implementation and use of AI but is your data really AI ready? Below are a few areas you should be focussing on to get your data AI ready:

While you focus on the above, be also very mindful of the sensitive attributes which can cause bias in your data.

Potentially sensitive attributes which can introduce bias:

First or Last Name	Age	Criminal convictions	Political Opinions
Sexual Orientation	Gender	Trade Union memberships	Philosophical Beliefs
Race	Postcode/Zipcode	Medical Conditions	Family status
Nationality	Religion	Financial Status	Genetic information
Marital Status	Disability	Status as recipient of public assistance	Citizenship Status