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LLM evaluation with cost transparency. Know what your evals cost before the invoice arrives.

LLM routing that learns which model works best for each query. Stop overpaying for simple tasks.

AI memory that preserves ground truth. Because most memory systems hallucinate more than the models they serve.

Data contract coordination. No more 3am surprises when someone upstream drops a column.