Most query builders scare people off before they start. I replaced rigid controls with natural language filters that read like sentences and show logic clearly. Queries live in two modes. View mode focuses on results. Edit mode reveals the full builder with joins, time windows, and conditions. Users switch instantly, charts update live, and context is never lost.