Generate User Stories from Figma Designs. Your Figma Designs Are Already Full of Requirements. WalnutAI Just Reads Them.
Connect WalnutAI to Figma and select screens, frames, or flows. WalnutAI's vision AI reads your designs and generates user stories from the UI behaviors and interactions it sees.
Trusted by teams who've eliminated the design-to-story translation step
Of requirement mismatches between design and development stem from manual interpretation of UI specs
Screens manually transcribed into stories — WalnutAI’s vision AI reads Figma directly
Stories generated from a Figma handoff are ready for development and testing immediately
Designers hand off in Figma. Developers shouldn't have to re-write that as stories manually.
The gap between a Figma design and a development-ready user story is typically filled by a business analyst or product manager spending hours manually reading screens and writing stories from what they see. WalnutAI's vision AI connects directly to Figma, selects the frames and flows you specify, reads the UI components, interactions, and behaviors, and generates the user stories automatically — so by the time the design is handed off, the requirements are already written.
Connects directly to Figma — no export, no file upload required
Link WalnutAI to your Figma workspace and select specific screens, frames, or user flows to process. WalnutAI pulls the design data directly via the Figma API — no exporting to PDF, no uploading screenshots, no intermediate steps.
Reads UI behavior, not just layout
WalnutAI’s vision AI identifies interactive components, navigation flows, form inputs, validation states, error conditions, and conditional UI logic from your designs — generating stories that reflect how the interface actually behaves, not just what it looks like.
Stories are ready for development and testing the moment they’re generated
Each generated story includes a title, description, and acceptance criteria derived from what the design shows. They arrive in WalnutAI’s standard story format — immediately linkable to gap analysis, test generation, and the Cloud Agent for implementation.
Ready to ship with confidence?
See how WalnutAI connects requirements, code, testing, and deployment into one intelligent workflow.