EVALUATIONADVANCED LLMOPS

Use Synthetic Evaluation Data

Synthetic data can expand coverage without using sensitive production conversations.

WHY IT MATTERS

This supports privacy-first evaluation and edge-case generation.

ENTERPRISE EXAMPLE

Fictional customer cases test refund policy grounding without copying real customer data.

OPERATING DECISION

Which production patterns can be safely represented synthetically?

REMEMBERSynthetic evals are useful when they preserve task structure.
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