Strategy Documents
Review business plans, pitch decks, technical architectures, and marketing strategies generated by the AI team.
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Technical Architecture Core
This document defines the high-level system design and technical stack for the Gengen freemium video generation platform. Focus is on high-throughput GPU scaling and cost optimization.
1. Infrastructure Layer
We will deploy a containerized architecture using Kubernetes (EKS). Video rendering will be handled by asynchronous worker nodes utilizing NVIDIA A100 GPU clusters.
2. Data Pipeline & Storage
Video assets will be stored in AWS S3 with CDN distribution via CloudFront. User metadata and project state will be maintained in a distributed PostgreSQL cluster.
Queue Optimization
To manage the freemium tier effectively, free-tier render jobs will be pushed to a low-priority Redis queue, while premium users get dedicated high-priority lanes.
3. API Gateway
A scalable GraphQL API will serve as the gateway between the React/Next.js frontend and the underlying microservices.