Toptal builds AI copilot to boost writing productivity and narrative consistency for game studio.
A game development company wanted to improve writing efficiency and narrative consistency by replacing a rigid, hard-to-integrate AI solution. Toptal built a flexible AI copilot tailored to creative workflows.
Client
A US-based game development studio creating story-driven titles and supporting tools for narrative designers.
Revenue
Industry
GamingDelivered Services
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The studio’s existing tool limited integration with writing workflows and reduced productivity across narrative development. Writers needed a more adaptable solution that could support complex storytelling without disrupting creative processes.
Solution
Flexible AI Writing Environment
Toptal implemented Cursor as an integrated AI development environment, enabling seamless collaboration between writers and AI tools within their existing workflows.
Narrative Knowledge System
Toptal developed a custom Model-Controller-Processor (MCP) server backed by a graph database to store global story information, ensuring cohesion across genres and projects.
Outcome
Increased Writing Productivity
The AI copilot reduced friction in the writing process, allowing writers to focus on storytelling rather than managing scattered information, leading to improved narrative consistency.
Stronger Creative Foundation
A flexible, centralized narrative system empowered teams to scale creative output with confidence and shorten game development timelines.
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