What is Figr AI?

Figr AI is an AI product agent built for product managers and designers. It ingests your live application via a Chrome extension, imports from Figma, or accepts docs and analytics data. From there, it maps user flows, spots edge cases, runs UX reviews, builds A/B variations, and generates prototypes that match your app's existing design language. Every recommendation is backed by a library of over 200,000 UX patterns.

Who it's for

• Product Managers – who need to think through UX decisions, find edge cases before development, map user flows and journeys, and draft PRDs and specs with context that compounds over time.
• Product Designers – who want to test scenarios before handoff, enforce design system tokens, run accessibility checks, and get UX reviews grounded in real patterns before a lead sees the work.
• QA and Testing Teams – who can generate test cases from designs, explore A/B variations with rationale, and validate edge cases across happy paths and failure states.

Key features

Live app parsing and context ingestion

Figr captures your live product through a Chrome extension, imports from Figma, or accepts uploaded screenshots, screen recordings, and analytics data. This creates a persistent product context that grows smarter with every session.

UX pattern-backed recommendations

Every flow, edge case, and prototype Figr generates is informed by a database of over 200,000 UX patterns. The AI doesn't guess—it applies proven design decisions to your specific product.

Prototyping that matches your design language

Figr produces high-fidelity prototypes that look exactly like your existing product. It enforces your design system tokens and offers one-click Figma export, so what you see in the prototype is what ships.

A/B variation exploration with rationale

Instead of random alternatives, Figr generates A/B variations and explains the reasoning behind each option. This lets teams make informed trade-offs without building multiple versions by hand.

What stands out

"Edge cases, flows, and decisions first. Prototypes that reflect it. Ship without the rework."

Figr flips the typical design workflow: it prioritizes edge cases and user flows before any pixel is placed. By surfacing what could go wrong—like network degradation states in Zoom or mid-trip stop changes in Waymo—it prevents rework downstream. The prototypes aren't just visual mockups; they are decision-backed artifacts that encode the UX reasoning behind every state.

Worth checking out if…

You're a PM or designer tired of discovering edge cases during development, or you want to prototype A/B variations without rebuilding your design system from scratch. Figr is especially useful for teams shipping complex flows—like card freezing, playlist curation, or task assignment—where missing a single state can break the user experience. If you value UX decisions grounded in real patterns rather than guesswork, Figr is worth exploring.