In today's healthtech space, there are a lot of innovative solutions that help ease the medical processes. A lot of these solutions use machine learning as an important component. Unfortunately, machine learning models can create their own biases and unfairness. Equality AI's mission was to find and develop a solution to help solve healthcare's most challenging problems: inequity, bias, and unfairness.
Equality AI is a web platform that brings human-centered MLOps solutions and provides a developer-first experience with an end-to-end fairness framework and functionality that can be selectively applied to workflows for fitting models that reduce the risk of biased outcomes.
Equality AI Responsible MLOps provides fairness-based machine learning capabilities for data scientists to develop and collaborate with clinical teams to decrease the risk of discrimination in clinical decision-making algorithms.