
First Look
Backend · AI
The AI backend that analyses screenplays for First Look
First Look is a screenplay marketplace with AI-assisted story analysis. We built the backend that reads each screenplay PDF, structures it into scenes, characters and metrics, and generates coverage: the professional evaluation of the script.
Prompts are versioned, scoring is calibrated so grades are comparable across scripts, and when a PDF can’t be read as text the system falls back to vision-based analysis.
- GPT-4o
- MySQL
- Linux



