Figr

Figr is an AI product-design platform leading with "Design with an AI that already understands your product" — unlike most tools that generate screens out of thin air via prompts, Figr first ingests your product docs, analytics data, design system, and actual product screens (screenshots, screen recordings) to build contextual understanding of your product, then designs accordingly. Its core abilities include the Visual Context Graph (depicting how the product actually works), reusable product-context memory (Context Pod), Figma sync, design-system intelligence that respects existing components and design tokens, and UX reasoning that first analyzes UX decisions and inventories edge cases before producing high-fidelity prototypes.

Features and use scenarios: Figr is aimed at product managers, designers, and product teams, especially suited to designing "complex software" — because it starts from your real product context, the screens it produces fit the existing design system and flows, rather than pretty but reality-detached mockups. The company says over 500 product teams have adopted it, including Freshworks, Zoho, Mapbox, and Razorpay. Note that AI output is still a starting point to accelerate; the final design and UX decisions still need a designer to gatekeep, and initial adoption requires feeding in enough product context to deliver value.