Uncover bias in datasets intended for use in AI applications
Trūata AI Ready is a SaaS solution that helps organizations to measure bias propensity risks in their datasets and to then transform them into safer resources.
Addressing fairness and bias concerns is crucial to ensure the responsible and ethical development and use of AI technologies. AI Ready identifies bias, including proxy bias, in structured or semi-structured input datasets and delivers explainable and actionable bias indicators to enable organizations to leverage their data with confidence.
Detect bias in semi-structured or structured datasets
Identify proxy bias variables and measure bias propensity
Create safer datasets by mitigating the risk of bias
Bias detection at speed and at scale
Automate and standardize data bias assessments with easy-to-understand risk scoring dashboards
How does Trūata
AI Ready work?
01
Users upload their data and run AI Ready. In addition to bias-prone fields such as age and gender, users can define use case-specific bias targets and manage associated matchers.
02
Forensic analyses are conducted on the data to measure bias propensity and discover hidden proxy bias variables that are not evident through human analysis.
03
Upsampling and downsampling techniques are applied so the data becomes a safer resource for use in AI projects.
Address AI data challenges
AI Ready performs bias assessments across a variety of measures to identify bias and proxy bias variables in input data before model training as well as in output data produced by models.
Features
Explainable and actionable bias indicators for semi-structured and structured datasets
Advanced data preparation
Analyze input data to support responsible and ethical AI use across multiple dimensions including fairness, accountability and transparency.
Intelligent automation
Remove the burden of interpretability from the end user and ensures the bias scores delivered are simple, explainable and actionable.
Intuitive interfaces
AI Ready consolidates and simplifies data bias detection by utilizing user-friendly dashboards that offer comprehensive and easy to understand bias indicators for datasets of all sizes.
Explore Trūata AI Ready today
Get in touch with Trūata, and one of our friendly experts will explain how AI Ready can provide you with a competitive advantage.