Measure Before You Train: Typed Decision Models vs. a Classical Baseline vs. a Generative LLM for Routing a Personal Multilingual Inbox

Key Takeaway

Before deploying AI systems, measure ground truth carefully and optimize for the actual business metric, not just accuracy—a perfectly accurate classifier can fail catastrophically if it ignores rare but important cases.