Trace Evaluate Iterate

Eval shows if the product is performing as expected, generating high-quality outputs across tasks, pinpointing weaknesses for improvements.

Eval helps identify & mitigate potential biases or inaccuracies in responses, ensuring the product doesn't perpetuate social inequalities & supports factual outcomes.

Eval allows comparing the performance of different models and choosing the best one for specific use cases, offering a standardized means of comparing results.

Eval supports transparency in development and builds confidence in output, helping organizations set realistic expectations and foster trust in AI tools.