What is SolasAI?
SolasAI provides Responsible AI software designed to assist businesses in enhancing the fairness of their models. The platform focuses on minimizing algorithmic discrimination, thereby reducing regulatory, legal, and reputational risks.
SolasAI works by detecting and quantifying algorithmic disparities, illuminating the drivers of these disparities, clarifying the drivers of predictive value, and auto-generating viable alternatives with reduced disparity. The software integrates with existing models and production pipelines, requiring no changes to current modeling practices.
Features
- Disparity Detection: Detects and quantifies algorithmic disparities.
- Disparity Drivers Illumination: Identifies and explains the factors contributing to disparities.
- Predictive Value Analysis: Clarifies the drivers of predictive value within the model.
- Alternative Generation: Automatically generates viable alternative models with reduced disparity.
- Regulatory Compliance: Tests using accepted standards and updates based on the latest guidance and research.
- Model Integration: Leverages existing models and production pipelines.
Use Cases
- Fair lending assessments
- Healthcare model fairness
- Credit model fairness
- Reducing gender and race disparities in models
- Compliance with algorithmic discrimination regulations
FAQs
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Why SolasAI Is Different?
SolasAI goes beyond Data Science. We approach the problem from multiple sides, which makes us a one-stop shop for fairer model reconstruction.
