Data & Model Testing Tools

Preconfigured Testing

Manage AI risk across your data and models with regulator-approved statistical tests for de-identification, discrimination, copyright, and more.

Generative AI Output Reviews

Luminos Generative AI testing tools help you analyze outputs from GenAI systems to assess compliance with copyright, privacy, toxicity, and other requirements. Our tools monitor GenAI, such as chatbots or agents, to ensure interactions with your customers are compliant.

Built for the Legal and Data Science Tech Stack

Automate your existing workflows by integrating your tools with Luminos, from technical tooling used by data scientists to the workflow tools used by your business units. With API access to the same statistical tests and best practices available in web workflows, Luminos can integrate directly with your CI/CD processes.

Enhanced Legal Privilege for Your Tests

Strengthen attorney-client privilege by moving all sensitive AI testing and risk assessments into a protected platform with access logging, privilege warnings, and an audit trail. Our legal privilege manager is directly aligned to legal requirements for privilege—ensuring your confidential data stays protected.

Our data and model testing tools are based on decades of legal precedent and can integrate easily with other commercial and open-source testing tools.

• Use our bias calculator to measure bias in your models based on legal precedent with a suite of testing for practical and statistical significance
• Customize our tests for bias, de-identification, trade secrets, and more—or import your own
• Use our demographic inference engine to apply regulator-approved methods to infer data like sex and race about your users—which is required for bias testing but often not collected for privacy compliance
• Use our privilege manager to protect testing results
• Integrates easily with existing AI workflow and document tools