Problem
Showrunner teams were drowning in submission triage during peak staffing.
Prolog
AI submission review for showrunners.
The solution
Designed and built an AI extraction and review pipeline with confidence scoring and human override.
Approach
Replaced manual email and spreadsheet triage with a structured intake and extraction pipeline
Added confidence scoring so low-certainty extractions route to human review instead of failing silently
Designed the review UI around peak-staffing-season volume, not steady-state usage
Next case
StreamYard
New streamers struggled to find guests. Better matching and introductions helped them keep going.