Automatic checks for broadcaster rules on TV scripts. Conformia flags the exact span, cites the guideline, assigns severity, and suggests a fix with a clear conformity score.

Built with Gemini for speed and cost, early results stabilized near 95% F1 with high rule-reference accuracy. It fits into Cinetwork as simple upload alerts.

1. What it does

• Per-violation spans with rule references and corrections
• Lightweight prompts with high accuracy
• Interactive report and upload-time alerts

2. My role

• Model selection, prompt design, and evaluation
• Report UX and integration path

3. Outcomes

• ~95% F1 on real scripts, 98% rule referencing, 88% severity accuracy
• Delivered early and ready for low-friction rollout

Technologies: Flask, Google AI SDK