Product Overview

FullFrame is an enterprise-grade AI-powered platform that replaces the manual bottleneck of script reading with a sophisticated coverage engine. Every studio and production company faces the same challenge: a massive reading pile that takes days or weeks to process.FullFrame delivers professional-grade coverage reports—including loglines, synopses, character breakdowns, and comparables—in minutes. This allows executives to evaluate 10x more content, reduce per-coverage costs by 95%, and ensure no promising project sits unread, all while maintaining rigorous enterprise security standards.

10x
Increase
Reading Throughput
95%
Reduction
Per-Coverage Cost
< 10
Minutes
Turnaround Time

Thought Fabric

Unfolding the grit and logic within our engineering fabric.

The Challenge

Studio reading piles are a massive bottleneck. Every month, hundreds of scripts arrive, requiring days of human reading and structured report writing. This process is slow, expensive ($75–$150 per report), and results in missed opportunities.

The Solution

Developed a modular monolith AI orchestration engine that processes PDFs in minutes. Using LangChain and parallel execution across multiple Azure OpenAI regions, it generates complete coverage—logline, synopsis, characters, and comps—delivering 10x throughput and 95% cost reduction.

The Outcome

Successfully launched the platform for 21 Laps Entertainment, reducing their per-coverage costs by 95% and increasing reading throughput by 10x while maintaining strict enterprise security standards.

Core Features

Key capabilities engineered for this platform.
AI Script & Book Coverage Engine AI-Powered Talent Lists & Casting Suggestions Email-to-Coverage Pipeline TV Series Pilot Analysis Draft Comparison & Revision Tracking Intelligent Document Chat (Gemini 2.5 Pro) Multi-Tenant Team Workspaces (Casbin ABAC/RBAC)

Technology Stack

The underlying infrastructure powering the solution.

Core Backend

High-performance Python architecture orchestrating secure, scalable microservices to handle demanding parallel AI workloads efficiently.

Python Django Django-Q Gunicorn Django REST Framework

AI Orchestration

Advanced large language models and smart orchestration driving intelligent document processing and professional-grade coverage generation.

LangChain Google Gemini 2.5 Pro Azure OpenAI (6 Regions) OpenAI (GPT-4o/o1/o3/GPT-5.1)

Data & Infrasturcture

Robust enterprise-grade cloud environments ensuring secure document storage, high availability, and rapid vector retrieval for RAG pipelines.

Redis FAISS Azure App Service Azure Blob Storage MongoDB (Cosmos DB)

"Their attention to detail really shows in the code."

"DaanFr handled both front-end and back-end with care and precision. Even under pressure, they delivered clean, thoughtful solutions. They are a team you can rely on to quietly raise the bar without making a fuss."

Zachary Waugaman
Zachary Waugaman

Co-Founder of Fullframe

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