DeWu Technology

Oct 14, 2026 · Backend Development

Taming LLMs with Deterministic Workflows: Dynamic Rule Engine for Asset Acceptance

Dewu Technology shares a production system that uses LLMs for asset acceptance verification across dozens of expense types with frequently changing rules, replacing hard-coded logic with a configurable rule engine, deterministic workflow orchestration, multi-model voting, and a closed-loop quality system with backtesting gates and human feedback.