Marvin is an AI documentation assistant that indexes your project’s repositories and documentation files to provide developers with instant, precise answers. By leveraging advanced NLP, Marvin understands queries in natural language, fetches relevant code examples, and highlights documentation sections. It integrates directly into your docs site or a standalone web tool, enabling teams to reduce support tickets, speed up onboarding, and maintain documentation quality without manual intervention.

Contexa provides a state-of-the-art platform that automates UX writing and localizes design content within tools like Figma. Developed by top researchers, it ensures high accuracy and boosts productivity, allowing design and product teams to focus on creating seamless user experiences without the hassle of manual content updates.