Virtual Prototyping

Vizcom turns hand‑drawn sketches into realistic 3D models instantly, letting designers tweak colors, materials, and shapes via natural language and preview changes in real time. The platform supports animation, scene embedding, and secure team collaboration.

AI App Builder turns plain‑language app ideas into functional web prototypes. Drop screenshots, iterate design and code in real time, then deploy instantly. Built‑in templates cover portfolios, e‑commerce, and events, with export, hosting, and version‑control integration.

Alloy.app is an AI prototyping tool that enables product teams to create on-brand, production-like prototypes. It captures web components via a browser extension and integrates with design tools like Figma for rapid, seamless workflow.

Polymet is an AI-driven design tool for quick idea prototyping and product design. It integrates with Figma, supports various frameworks, and facilitates collaboration, allowing users to upload, edit, and preview designs efficiently.

AI virtual try-on that lets users upload a photo and apply tops, pants, dresses, shoes, glasses and hairstyles with body-shape fitting, masking, alignment and blending, 360° previews, color/length edits, scene composition and one-click downloads.

Protoboost.ai accelerates prototyping by turning ideas into high-fidelity prototypes and actionable business plans quickly. It offers customizable features for collaboration, market research, and user validation, streamlining the development process while ensuring data security.

Refire Design rapidly turns briefs into live products using no‑code tools and AI, delivering each feature within 24–72 hours. Clients collaborate via Slack, receiving real‑time updates for websites, apps, landing pages, pitch decks, and style guides.

Hapticlabs provides a no‑code toolkit to design, test, and deploy custom tactile feedback. Users create patterns via an intuitive interface, evaluate prototypes on the DevKit or iOS app, and export code for seamless integration into hardware or software.

AI‑powered platform that instantly generates and edits apparel and accessory designs, offering vectorization, mockups, and pre‑made slogans. Compatible with major POD services for easy export, enabling creators to launch products quickly.

Magic Patterns is an AI design tool that generates UI and high-fidelity prototypes from ideas, screenshots, or imported design systems, matching existing styles and tokens, enabling rapid prototyping, real-time collaboration, exportable user-testing screens, and enterprise controls.

Visily is an AI‑powered UI design tool that lets users create wireframes, mockups, and prototypes via drag‑and‑drop, generate designs from text, convert screenshots, auto‑apply UI patterns, and support real‑time collaboration and Figma integration.

An AI‑first design studio partners with founder‑led startups, turning Figma prototypes into MVPs in minutes and boosting developer productivity up to 70%. It delivers web, mobile, and marketing sprints, UI standardization, design system implementation, and Slack updates.

Dazl generates interactive app prototypes from prompts and chat, maintaining conversation-aware context across iterations. Switch between conversational and visual editors to edit UI, code, and flows, inspect generated structure and runtime state, and export versioned code for handoff.

Mckp.live offers a Figma plugin and online editor with over 4,000 editable mockups, including device, branding, print, animated and illustration templates. Designers can replace artwork, adjust layouts, preview across devices, use presets and download assets.

Generates AI-driven UI designs, editable interface pages and interactive prototypes from text or images, producing responsive web and native iOS/Android layouts plus one-click front-end code (React, Android Java, iOS Swift) for rapid prototyping and handoff.

Flowstep is an AI design assistant for UI/UX teams that accelerates prototyping and layout generation, manages design systems and component libraries, supports collaborative editing, version control, role-based access, responsive templates, and developer-ready exports.

Bravo Studio integrates seamlessly with Figma for efficient app prototyping, offering APIs, add-ons, and real-time iteration. Create mobile apps with lifelike features like haptic feedback and streamline development with stress-free publishing.

Rapidnative is an AI-driven code generator for mobile apps using React Native and Expo. It enables users to create visual prototypes from plain English prompts, producing production-ready code while facilitating team collaboration and real-time modifications.

Mockin is an AI toolkit for UX/UI and product designers that offers tailored portfolio feedback, mock interview simulations with real questions, and guidance on the STAR method to improve applications and boost interview confidence.

Fabri is a collaborative platform for designers that combines various design tools with AI capabilities and presentation features, providing team collaboration in a virtual space.

FASHN AI transforms single product photos into realistic on‑model images, offering model swaps, outfit changes, and a virtual try‑on studio. It generates cohesive, studio‑quality photos, short videos, and fitting rooms—saving time and re‑shoot costs.

Make-Print is an open‑source platform integrating Kanban project management, real‑time chat, and inventory control for 3D printing and CNC. It previews STL, OBJ, FBX, STEP, 3MF, GLTF files, auto‑calculates material costs, and lets teams customize via GitHub.

Lovable is an AI-powered tool that transforms ideas into functional applications without coding, acting as a superhuman full-stack engineer.

Supernova.io is an AI collaborative workspace enabling product teams to prototype, manage design systems, sync tokens, convert Figma prototypes into production-ready components and code, and maintain searchable documentation, governance, and integrations for cross-team alignment.

SuperCraft transforms natural language, sketches, or CAD files into photorealistic renderings, animations, and visualizations via a node‑based, non‑destructive workflow. Its secure on‑prem deployment and team collaboration tools reduce iteration time and improve communication.

UX Pilot is an AI-powered UX/UI design tool that accelerates the design process, enabling users to create high-fidelity UI designs and wireframes in seconds. It integrates with Figma, streamlining UI generation, iteration, and design-to-development handoff.

Formy 3D converts natural-language prompts and 2D images into textured, production-ready 3D assets with optimized topology and PBR textures. Exports FBX/GLB/OBJ/STL, supports preview/editing, and integrates into Blender, Unity and Unreal.

Personify lets users build 3D avatars in VRoidStudio, import them into ChromaCam or Presenter, and display them in Zoom, Teams, Webex, Google Meet, and other meetings. It offers background replacement, blur, and presentation tools for remote education, webinars, training, and demos.

ArchiVinci turns sketches, photos, or 3‑D screenshots into photorealistic 4K–8K renders in seconds, all within a browser. It auto‑applies materials, lighting, and atmosphere, offering interior, exterior, masterplan, and urban modules plus rapid style transfer and in‑painting.

Tatship lets users preview tattoos in 3D on their body via camera or photo upload. It blends designs with skin tone, lighting, and curvature, allowing size, style, and placement adjustments before commitment. Artists embed it for client consultations.

VisualGPT is an AI image generator and editor, offering features like background removal, photo retouching, and interior design visualization. It supports models such as Nano Banana and Flux, facilitating bulk processing and social media content creation.

Uizard converts text or screenshots into editable wireframes, mockups, and prototypes using AI. It offers screenshot and wireframe scanners, theme generation, ready‑made templates, a shared component library, real‑time collaboration, version control, and export to Figma and other tools.

ATOMS uses AI-assisted development to rapidly prototype apps and demos, enabling fast product validation and internal testing, with built-in workflow automation, payment and customer-acquisition features, team access controls, and configurable deployment and integrations.

Vieutopia is an AI art creation platform that allows users to create diverse art styles, including impressionist, fantasy, abstract, pop art, and more, with 24 different options.

Pixelvib is an AI tool that simplifies the concepting process for game developers by rapidly generating game assets and offering easy collaboration and concepting.

Scale offers a user-friendly platform for creating customizable product mockups for items like apparel and mugs. It supports bulk generation and integrates with e-commerce tools, enhancing efficiency for sellers in their mockup workflows.

IDM VTON uses a two‑stream conditional diffusion model to overlay garments onto user photos with realistic detail. It maintains shape across body types, offers a clothing library, and lets users adjust fit via an intuitive interface on desktop or mobile.

Spline is a web‑based 3D design platform that lets teams build and collaborate on interactive 3D experiences with real‑time rendering. It exports to web, iOS, Android, and connects to external data via APIs, AI, and webhooks for dynamic updates.

Frame0 is a wireframing app for hand-drawn, low-fidelity wireframes and interactive prototypes, with 1,500+ sketch-style icons, cross-platform UI components, AI-generated wireframes and code export, diagramming tools, offline support and clickable exports.

SketchGPT is an AI tool that helps visualize product designs by applying shadows, depth, and maintaining a clean background, offering a free service for uploading sketches of products and seeing how they would look under different themes.

LabLab hosts scheduled and hybrid AI hackathons, providing a unified portal for design, prototype, launch, and pitch. Integrated real‑time collaboration, mentor support, Twitch/Discord streams, and expert feedback help teams create and showcase AI products globally.

365mvps is a powerful AI tool that helps entrepreneurs, indiehackers and developers generate minimum viable product (MVP) ideas. With its community-driven approach, the tool allows users to come up with MVP ideas based on pain points, general themes, and problem descriptions. 365mvps is an excellent

NewArc.ai converts hand‑drawn or Illustrator sketches into photorealistic images in seconds, applying fabrics, textures, and colors, and offers virtual try‑on, image‑to‑video, and image‑to‑sketch features for designers and fashion teams quickly.

VisualizeAI transforms sketches, photos, or images into high‑quality renders within seconds. Users choose style, color, and theme from over 100 presets or custom options, supporting architecture, interior, product design, and hobby projects for rapid ideation.

Sleek generates mobile app mockups from text prompts or images, offering templates, style presets, in-app editing, and modular responsive components. Export clean layouts to Figma or production-ready code for rapid prototyping and developer handoff.

fe/male switch is a web-based simulation game that empowers women entrepreneurs through team collaboration, mentorship, and virtual investor connections. Users engage in challenges and access expert resources to develop essential entrepreneurial skills and track their progress.

MetaModels.ai transforms static product photos into high‑quality images and videos by draping them onto virtual models and styling options. Users pick models, outfits, and backgrounds, then receive human‑reviewed 4K‑ready files for e‑commerce and marketing.

Siml.ai is a web-based platform for AI-driven physics simulations, enabling engineers and researchers to create, optimize, and visualize models in real time, significantly reducing computation times while managing cloud HPC infrastructure efficiently.

Little Bro integrates into Figma for live UI/UX feedback, simulating user behaviors, testing scenarios, tracking trends, and flagging accessibility issues. It produces rationales, feasibility reports, and unlimited transcript exports, enabling continuous learning and rapid design decisions.

Style3D AI converts text, sketches and images into production-ready 3D garments, offering virtual photoshoots, fabric pattern extraction, texture mapping and exportable 3D assets, plus workflow agents, batch rendering and Procreate integration for faster merchandising.