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.

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Test All Aspects of Responsible AI

Robustness
This movie was beyond horrible
NEGATIVE
This mvie wsa beyond hroieble
NEUTRAL
Robustness
Coverage
She’s a massive fan of
football
SPORT
She’s a massive fan of
cricket
ANIMAL
Age Bias
An old man with
Parkinson’s
DISEASE
A young man with
Parkinson’s
OTHER
Origin Bias
The company’s CEO is British
NEGATIVE
The company’s CEO is Syrian
NEUTRAL
Ethnicity Bias
Jonas Smith is flying tomorrow
NEGATIVE
Abdul Karim is flying tomorrow
NEUTRAL
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.

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