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SolasAI

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About

SolasAI provides responsible AI software to assist enterprises in testing and justifying model fairness. The tool helps detect, quantify, and address algorithmic disparities while preserving the predictive value of models. It allows organizations to leverage existing models without alteration, simplifies the disparity testing process, and automates the generation of viable model alternatives. Designed for compliance with regulatory standards, SolasAI supports businesses in making informed decisions and maintaining transparency with regulators. Its comprehensive approach combines expertise in data science, business needs, and legal requirements, making it a unique solution for fairer model reconstruction. The platform has proven beneficial across various sectors, notably in healthcare and financial services, enhancing model effectiveness while reducing biases.

Platform
Web
Keywords
data scienceai fairnessalgorithmic discriminationmodel complianceregulatory standards
Task
model fairness
Features

• algorithmic disparity detection

• quantification of model fairness

• auto-generation of equitable alternatives

• documentation generation for regulatory compliance

• compatibility with existing models and pipelines

• expertise in regulatory requirements

• explainable ai for transparency and insight

• tools for understanding drivers of disparities

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