Answer to: What are the best-practice architectural workflows for LLM-based contract compliance agents?

For LLM-based contract compliance agents, the most reliable architectures tend to combine structured document graphs, retrieval pipelines, and staged evaluation rather than relying on a single agent loop. Your current flow (parse → retrieve → evaluate) is already aligned with many successful legal-tech patterns, but a few architectural adjustments can significantly improve accuracy, traceability, and context efficiency.