The rule-based gates as a free first layer before any LLM call is exactly the right order — we've built similar tiered validation where deterministic checks catch 80% of bad data before the expensive AI auditor even runs. Having the orchestrator LLM fire only on failures is a cost-control pattern more pipeline builders should adopt.