Handling 5000+ SKUs with N-dimensional attributes (Size x Color x Weight).
Standard e-commerce platforms force a linear 'Parent-Child' relationship. But real-world products like Silk Thread have complex attributes: Grams (10g, 100g) × Colors (500 shades) × Brands.
We created a system where 'Attributes' are first-class citizens. They are defined globally and mapped dynamically to categories only when needed.
Managing prices for 1500 combinations per product is impossible manually. We built a Matrix View that generates permutations and allows Excel-like bulk editing.
The atomic attribute system now handles 5000+ SKUs effortlessly, with the flexibility to add new product categories without code changes.