AI-Powered Writing Platform
Collaborative editor for authors and screenwriters
The client needed a collaborative writing environment where multiple authors could work on the same document simultaneously, with AI-powered suggestions to help overcome writer's block.
The Challenge
The client needed a collaborative writing environment where multiple authors could work on the same document simultaneously, with AI-powered suggestions to help overcome writer's block. Existing tools lacked the real-time sync, genre-aware AI, and the rich formatting that professional writers and screenwriters demand.
Our Solution
We built a full-featured collaborative editor using Angular with a custom rich text engine, backed by a Django GraphQL API for flexible data querying. Real-time multi-author sync was implemented using WebSocket channels, ensuring sub-second latency between collaborators. AI content suggestions were integrated via a fine-tuned language model that understands narrative structure, dialogue, and screenplay formatting conventions.
The Results
Grew to 10K+ active writers within the first 6 months of launch
Reduced average draft completion time by 40% with AI-assisted suggestions
Achieved 99.8% uptime on Google Cloud Platform with automated scaling
Technical Approach
We chose Django with GraphQL over REST to give the frontend maximum flexibility in fetching nested document structures without over-fetching. Angular was selected for its strong typing and built-in dependency injection, which simplified the complex editor state management. The platform is deployed on GCP with Cloud Run for auto-scaling and Cloud SQL for managed PostgreSQL.
“We came to Evolvera with an idea and a tight budget. They helped us scope the MVP, built it in 8 weeks, and we launched to our first 100 users the same month. They've been our development partner ever since.”
Sarah Chen
Founder, TechVenture
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