Our clients are our partners, that’s why we choose them carefully:

S E R V I C E S

SYSTEM VALIDATION

BIAS CORRECTION

remove unwanted behavior

compliance with eu 2018 regulations

 

Our Team is adept at analyzing your training and test sets, ensuring they are comprehensive and providing the behaviors you want.  We will provide edge cases which function as "stress tests," so real-world applications can be trusted to provide optimal results.

Bias can seep into a dataset undetected.  We take a careful look at your training set, finding and correcting bias that could result in unwanted behaviors and costly legal and regulatory non-compliance.  It is vital that your systems are free from underrepresentation, disparity, and racism.

The complexities created by a Machine Learning system can be difficult if not almost impossible to navigate. Unwanted behavior can be costly to remove and in some cases dangerous to humans.  Our team works with your designers to ensure there are adequate traces built into the system, so behaviors can be understood and adjusted or removed.

The EU has proposed a "Right to Explanation" requirement in 2018.  This will require transparency in an algorithm's behavior and a checks-and-balances for a system's decisions and behaviors that may have a negative impact.  We will help bring your machine learning systems into compliance, safeguarding costly legal implications in the event you cannot explain your system's behavior.