Lesson 8 · Validating Jev on Your Business Data

🎯 What You'll Learn

• Conduct a 30-sample blind test on historical data
• Establish your enterprise automated cutoff line
• Clearly explain the division of labor between Jev and LLMs

The 30-Sample Blind Test

Select 30 historical enterprise tickets. Manually tag their correct routing targets. Run them through Jev using your production question schema.

Filter entries with confidence > 0.85. Review errors in this subset to establish your automated routing bar. If 30 samples cannot achieve acceptable reliability, do not deploy to production.

Explaining to Stakeholders

"Generative LLMs are like colleagues who write essays. Jev is a dedicated partner who checks multiple-choice boxes with verified confidence. Let Jev handle deterministic routing instantly, leaving nuanced synthesis to the LLM."

📌 Takeaway

30 verified samples and one definitive cutoff line: this constitutes your production blueprint.