Our Work / TileScout

What TileScout Offers.

An advanced AI-powered visual search platform designed to simplify tile discovery and product matching.

AI-Based Similar Tile Detection

Upload a tile image and let the system intelligently identify visually similar tile designs from the catalog.

Intelligent Visual Analysis

The platform analyzes tile textures, design patterns, surface appearance, color combinations, and visual structure.

Fast Product Discovery

Quickly search across large tile inventories without manual browsing.

Organized Catalog Management

Tiles can be managed in categorized collections for streamlined searching and inventory handling.

Technology Stack.

Python
FastAPI
React.js
Tailwind
Computer Vision
Deep Learning
Vector Search
Cloud Storage

Smart Visual Tile Search.

Finding matching tiles manually can be time-consuming, especially across large inventories. TileScout solves this problem through AI-driven visual similarity search that analyzes patterns, textures, colors, and surface designs to recommend the closest matching tiles within seconds.

TileScout AI visual search platform — execution mockup and UI screens

Challenges.

Manual tile matching is time-consuming and inefficient, especially across large inventories. Traditional search methods rely on text-based queries that fail to capture visual characteristics like patterns, textures, and colors. Customers struggle to find similar tiles when they have only a reference image, leading to frustration and lost sales opportunities.

Solutions.

TileScout leverages advanced AI and computer vision to analyze tile images and identify visually similar products instantly. The platform extracts key visual features—patterns, textures, colors, and surface characteristics—and matches them against a comprehensive catalog using vector similarity search. This enables fast, accurate recommendations that help customers discover the perfect tiles in seconds.

How It Works.

01

Upload Image

Users upload a tile image through the platform interface.

02

AI Processing

The system analyzes the image using advanced computer vision techniques.

03

Similarity Matching

AI compares the uploaded image with indexed catalog data.

04

Recommendation Results

The platform displays the most relevant matching tiles ranked by similarity.

Business Benefits.

Improved Customer Experience

Customers can quickly find matching tile designs using simple image uploads.

Faster Decision Making

Reduces manual effort and accelerates product discovery.

Better Inventory Utilization

Enhances visibility of available tile collections.

AI-Driven Digital Experience

Brings intelligent automation into the tile and interior design workflow.

Use Cases.

Tile Showrooms

Assist customers in identifying similar tile designs instantly.

Interior Design Projects

Help designers discover matching materials for projects.

E-Commerce Platforms

Enable visual product search for online tile catalogs.

Replacement Tile Matching

Identify visually similar alternatives for existing tiles.

Key Highlights.

AI-powered visual search
Fast similarity-based recommendations
Modern and responsive interface
Scalable catalog support
Secure cloud-based architecture
Optimized search performance
Real-time indexing workflow
Advanced pattern recognition

Future Vision.

TileScout is designed as a scalable AI platform with future possibilities:

Real-time camera-based search
Mobile application support
AR visualization integration
Personalized recommendation systems
Advanced design categorization
Multi-language support