Automated Testing for Generative AI
Pacific AI lets domain experts create, edit, understand, run, and share AI test suites without coding.
Create Reusable Test Suites
AI test suites are always:
- Executable
- Reusable
- Versioned
- Comprehensive
- Human Readable
AI tests show your customers, regulators, and community what you mean by validating that your model is unbiased or robust – without exposing model internals.
Use Generative AI to Auto-Create Tests
Need to generate variants of people to test that your model is unbiased towards their gender, age, race, ethnicity, country of origin, religion, or profession? Pacific AI can automatically generate thousands of such test cases for you.
Run Tests and Visually Review Results
Go from high-level graphs that show you how your LLM does overall on fairness or robustness, to diving deep into specific cases.
Compare Across Models and Versions
Improved your model, or benchmarking against a new LLM or API? Run both versions against the same test suite and get a comprehensive evaluation that’s specific to your use case.
Auto-Generate Augmented Training Data
Does your model need a more diverse dataset to train on? Pacific AI can automatically generate augmented training data, based on your specific model’s challenges. Train or fine-tune with the augmented data to reduce common bias and robustness issues.
Let’s prove your model is responsible across the board.
Learn moreTest All Aspects of Responsible AI
Robustness
Robustness
Coverage
Age Bias
Origin Bias
Ethnicity Bias
Accuracy
Gender Representation
Accuracy
Whatever your starting point, we can implement the next level of AI compliance and governance for you – or audit what you’ve already built.
Get Certified