SAMPLIZE - AI Bespoke intelligence on Shopify Plus

Our Approach

Selecting paint is traditionally a frustrating process for people. Samplize needed a way to guide everyday customers through an overwhelming catalog of options without relying on physical color charts. Our team identified an opportunity to use AI infrastructure to bridge the gap between abstract human inspiration and exact product inventory.

1. A lack of intuitive search methods for customers trying to match existing furniture or room decor

2. The inability for traditional search architecture to process emotional or descriptive color requests

3. A need to process user-generated images and instantly extract accurate color data for product matching

Our Solution

Our team engineered a custom color discovery engine using Google Cloud as a technology partner. We designed this AI-first architecture to interpret natural language and visual inputs. Instead of forcing people to know exact color codes, the system allows them to search using abstract terms like warm, muted, or bold.

The intelligence layer processes these descriptive requests and instantly returns the closest physical paint samples from the Samplize catalog. We expanded the technical capability to include image processing. Customers can upload photos of rooms, landscapes, or inspiration boards. The system analyzes the image, extracts the dominant color palettes, and maps them directly to available Samplize products. Our team structured this workflow to happen in milliseconds to keep the buying journey frictionless. By positioning AI as the infrastructure beneath the search experience, we gave Samplize a highly scalable way to guide customer decisions.

The AI Agent handles complex contextual requests, whether a customer wants a color to coordinate with a specific sofa or evoke a feeling of calm in a bedroom. Human expertise defined the parameters of the logic to ensure the recommendations remain accurate and commercially viable.