Agentic AI in Action — Part 13 — Evaluating Extracted Invoice Data with LLM-as-a-Judge

From Extraction to Accuracy: Evaluating Extracted Invoice Data with LLM-as-a-Judge ( A practical, end-to-end guide to building a ground-truth-based evaluation pipeline, complete with synthetic data and runnable SQL on Snowflake) In the earlier parts of this Agentic AI series, we explored how AI systems can reason, use tools, retrieve knowledge, and orchestrate complex workflows. But as AI systems become capable and autonomous, an equally important question starts to take center stage.