AI-Powered Writing Platform.
Collaborative editor with AI suggestions for authors and screenwriters
The founders had a beautiful Figma file and a failed first attempt from an offshore team that couldn't get real-time sync working without documents corrupting. Professional screenwriters were the target users — people who would walk the moment the editor dropped a keystroke or reformatted their dialogue. They needed multi-author collaboration, genre-aware AI suggestions, and bulletproof formatting for screenplays, novels, and short-form fiction. All of it had to work offline-tolerant on slow cafe Wi-Fi.
We rebuilt the editor from scratch in Angular with a custom rich-text engine that understood screenplay formatting as a first-class citizen (Fountain-compatible output, not markdown-in-a-trenchcoat). The backend runs Django with a GraphQL API so the frontend can fetch exactly the document shape it needs without over-fetching across slow connections. Real-time sync uses operational transforms over WebSocket channels — concurrent edits merge cleanly instead of last-write-wins. AI suggestions route through a fine-tuned model that knows when a character is speaking, when a scene is breaking, and when to stay quiet.
Outcomes that mattered.
Grew to 10K+ paying writers in 6 months; platform hit profitability in month 7
Average draft completion time dropped 40% once AI suggestions were turned on for beta cohorts
99.8% uptime across an 18-month window on GCP with Cloud Run auto-scaling
Founders closed their seed round with this build as the product of record
Technology decisions.
We picked GraphQL over REST so the editor could fetch deeply nested document trees (scenes > beats > dialogue) in a single round trip — REST would have meant 4+ sequential requests on every document open. Angular was chosen over React because the team inherited a small Angular codebase and we valued founder-team continuity over our own preference. The platform runs on GCP Cloud Run with Cloud SQL for Postgres; scaling is automatic and we haven't had a paging incident since launch.
We had a prototype, a broken first attempt, and eight weeks of runway when we called Evolvera. They rebuilt the editor in six weeks, shipped it in seven, and we closed our seed round six weeks after launch. They still ship our feature releases every Friday.
Let's build
something
together.
Have an idea? Need a development partner? Tell us what you're working on and we'll get back to you within 24 hours with an honest assessment — no sales pitch, no obligation.