Three tools to utilise generative AI for fairer data
The Fairgen Toolbox contains three core products that tackle the issues faced across a range of industries. Combined these form the foundations of our generative debiasing offering. We offer a pre-processing data centric solution, ensuring your models are build on fair foundations.
Insights and research drive decisions across every industry. These organisations struggle to understand specific demographics or "niches" due to bias and sample sizes. Our technology takes their samples and generates synthetic responses to better understand ย these niches with a significant reduction in bias.
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Core Features
The Fairgen product suite or toolkit as we call it offers a number of cutting edge tools used to tackle biases across industry.
Customers can seamlessly augment their underlying data to detect and mitigate biases before bolstering samples with synthetic data generators.
Our technology is use case agnostic and offers a range of utility across multiple industries
Bias Detection & Mitigation
Our unique technology allows for bias detection and mitigation within existing models
Data Centric De- Biasing
We believe that data centric solutions are the future for fairness in AI. Allowing us to seamlessly improve model performance through pre-processing changes.
Synthetic Data Generation
We use synthetic data to generate augmented datasets within your specified parameters creating more robust data sets.
Performance Monitoring
Customers can monitor and tweak the performance of algorithms using our technology.
Debiasing-as-a-service
Seamlessly integrating debiasing solutions for your algorithms and models.