Equality AI
Modern technology that helps solve healthcare's challenges.
Equality AI is a web platform that reduces the risk of biased outcomes in machine learning, built to address healthcare's most challenging problems: inequity, bias, and unfairness. The platform gives data scientists an end-to-end fairness framework for developing clinical decision-making algorithms with a lower risk of discrimination.
New Project Creation
Users select and upload data files, store them in a notebook, and write code directly in the notebook terminal inside the portal.
Results Interpretation
A panel of charts and statistics presents visual insights, with tips and instructions guiding users across multiple screens.
Presentation Website
The presentation website renders PDFs, so learning materials are easy to access and display.
The challenge
The healthtech space is full of innovative solutions that ease medical processes, and many rely on machine learning as an essential component. Machine learning models, however, can create their own biases and unfairness. Equality AI set out to find and develop a solution to healthcare's most challenging problems: inequity, bias, and unfairness.
The solution
Wolfpack Digital developed the Equality AI web platform to deliver human-centred AI and ML solutions with a developer-first experience. Its end-to-end fairness framework can be selectively applied to model-fitting workflows to reduce the risk of biased outcomes. Equality AI Responsible MLOps gives data scientists fairness-based machine learning capabilities and a way to collaborate with clinical teams, decreasing the risk of discrimination in clinical decision-making algorithms.
