Interior Vision
AI-Powered Design Intelligence Meets Seamless Product Discovery
When a leading interior design SaaS startup needed to bridge the gap between design inspiration and product procurement, they turned to our team to build something the industry had never seen: an AI-powered platform that instantly identifies furniture in any image and finds purchasable matches across the web. The result? Interior Vision — a full-stack platform combining Claude Vision AI, real-time collaboration, and browser-native workflows that transforms how designers move from mood board to spec sheet.
Industry
Interior Design Technology, Home Décor, PropTech
Timeline
Phased development (MVP to full platform)
Visit Project
tryinteriorvision.com →The Client
Interior Vision
Professional interior designers and home decorators needed a centralized workspace that could handle the entire design-to-purchase workflow — from saving inspiration to identifying products to managing budgets.
The interior design industry has long struggled with fragmented tools: Pinterest for inspiration, spreadsheets for budgeting, screenshots for product tracking, and manual searches to find where items can be purchased. Designers waste hours reverse-searching images, tracking down products across dozens of retailer sites, and manually updating specification sheets when products go out of stock. Interior Vision saw an opportunity to consolidate this workflow into a single intelligent platform powered by modern AI.
The Challenge
Solving Multiple Pain Points
The Product Discovery Gap
Designers see furniture and décor they love in photos but have no efficient way to identify and purchase those exact items — or close matches. Manual Google searches and reverse image lookups are time-consuming and often inaccurate.
Workflow Fragmentation
The typical designer workflow involves juggling 5+ tools: Pinterest for inspiration, Excel for budgeting, email for client communication, web browsers for product searches, and manual screenshots for documentation. Nothing talks to each other.
Budget & Specification Management
Tracking product costs, availability, dimensions, and vendors across multiple rooms and projects becomes a spreadsheet nightmare. When items go out of stock or prices change, designers have no way to know without manually checking every link.
Style Consistency
Maintaining design coherence across a mood board is subjective and time-consuming. Designers need objective analysis of color palettes, style trends, and aesthetic cohesion.
Browser-Native Workflows
Designers spend hours browsing e-commerce sites. Saving products required screenshotting, copying URLs, and manually entering data — breaking their browsing flow.
Our Approach
User-First, AI-Native Development
We took a user-first, AI-native approach to solving these problems, emphasizing speed, intelligence, and workflow integration.
Discovery & Research
- •Interviewed interior designers to understand pain points in their daily workflows
- •Mapped the end-to-end journey from inspiration gathering to final specification delivery
- •Identified AI as the key differentiator for visual product recognition
Architecture Design
- •Selected Next.js 15 for a modern, performant full-stack framework
- •Chose Supabase for real-time collaboration, authentication, and PostgreSQL database
- •Integrated Anthropic's Claude Vision API for state-of-the-art furniture object detection
- •Used SerpAPI (Google Shopping) for intelligent product matching via reverse image search
- •Built with Tailwind CSS and Radix UI for accessible, polished interfaces
Core Technical Decisions
1. AI-Powered Visual Recognition
Instead of simple image classification, we implemented Claude Vision to detect individual furniture objects within interior photos, generate bounding boxes, and provide contextual descriptions. This enables pinpoint-accurate product searches.
2. Browser Extension as First-Class Feature
We built a Chrome extension (Manifest V3) that allows designers to save products and images from any website with one click — integrating directly into their natural browsing workflow.
3. Real-Time Collaboration
Using Supabase Realtime subscriptions, we enabled instant updates across users, browser tabs, and devices — critical for design teams working on shared projects.
4. Anti-Bot Web Scraping
Many furniture retailers use aggressive bot detection. We implemented Camoufox (headless browser) with Docker to scrape product details even from challenging sites like CB2 and Crate & Barrel.
5. Intelligent Caching Strategy
Object detection results: cached permanently (images don't change). Product search results: cached 1-24 hours (prices fluctuate). Style assessments: cached and regenerable on demand.
Iterative Development Phases
- 1.Authentication and project management
- 2.Mood board creation and image uploads
- 3.AI object detection and visual search
- 4.Product specification sheets with budget tracking
- 5.Browser extension for seamless product/image saving
- 6.Pinterest board imports (up to 50 pins at once)
- 7.AI-powered style assessment and reporting
- 8.Visual planning with floor plan layouts
The Solution
Key Features Delivered
We delivered Interior Vision — a comprehensive SaaS platform that unifies inspiration, discovery, specification, and collaboration in one intelligent workspace.
AI-Powered Visual Product Search
- •Designers upload interior design photos
- •Claude Vision analyzes images and detects furniture/décor objects with bounding boxes
- •Users select which objects to search for
- •System auto-crops objects and runs reverse image searches via Google Shopping
- •Results show matching products with prices, retailers, and availability
- •One-click save to spec sheets or product cache
Smart Specification Sheets
- •Track products across multiple rooms per project
- •Editable table with inline editing for all product details
- •Real-time budget tracking with totals and variance
- •Bulk operations (assign rooms, delete multiple items)
- •Automatic availability refresh with scheduling
- •AI-generated product descriptions
Collaborative Mood Boards
- •Drag-and-drop image uploads
- •Organize by room or view all images flat
- •Pinterest board imports (batch download up to 50 pins)
- •Source URL tracking and metadata preservation
- •Real-time sync across team members
AI Style Assessment & Reporting
- •Analyze mood board images for design style identification
- •Extract color palettes with dominant and accent colors
- •Generate professional design narratives and recommendations
- •Confidence scores for style classifications
- •Batch processing for multiple images
Browser Extension (Chrome)
- •One-click product saving: Right-click any product on any website → auto-screenshot, OCR, scrape details, save to Interior Vision
- •Image saving to mood boards: Right-click images → save directly to active project
- •Pinterest integration: Detect Pinterest boards → batch import pins with room assignments
- •Visual search queue: Queue images for later AI processing
- •Context menu integration throughout
Visual Planning & Floor Plans
- •Template-based floor plan creation
- •Drag-and-drop item placement on layouts
- •Wall and space measurement tools
- •Interactive canvas for room planning
Budget & Project Management
- •Set project-level budgets
- •Track spending by room and category
- •Real-time cost totals with shipping, installation, and tax
- •Remaining budget calculations
- •Multi-room organization
Technical Highlights
Frontend
Next.js 15, React 19, Tailwind CSS 4.1, Radix UI
Backend
Next.js API Routes, Supabase (PostgreSQL + Storage + Realtime)
AI & Machine Learning
Claude Vision (Anthropic), Google Generative AI, Replicate
APIs & Integration
SerpAPI (Google Shopping), Pinterest API
DevOps
Docker (for Camoufox scraping), TypeScript, ESLint
The Results
Production-Ready Success
Interior Vision successfully launched as a production-ready SaaS platform with:
Seamless AI Integration — Claude Vision provides industry-leading object detection accuracy, eliminating manual product searches
Unified Workflow — Designers now move from inspiration → detection → shopping → specification in a single platform
Browser-Native Experience — The Chrome extension brings Interior Vision directly into natural browsing workflow
Real-Time Collaboration — Teams can work simultaneously on projects with instant updates
Professional Design Intelligence — AI-generated style reports provide objective design analysis and recommendations
Privacy-First Architecture — GDPR/CCPA compliant with comprehensive privacy policies and data protection
Scalable, Modern Stack — Built on Next.js 15 and Supabase for performance and real-time capabilities
Ready to Transform Your Industry?
Interior Vision demonstrates our expertise in integrating cutting-edge AI, building real-time collaborative platforms, and delivering polished, accessible user experiences. Whether you're looking to modernize workflows, build collaborative SaaS products, or integrate complex APIs into seamless experiences, we'd love to help.