From 18 Steps to One Click: How We Redesigned Product Creation for Sandgrain Studio

Sandgrain Studio sells museum-quality prints. Mid-century modern art, upscale pop culture, Japandi-influenced. The kind of thing you frame and hang in your living room because it makes the whole room feel different.

When the founders went full-time on Sandgrain, the business was growing. The opportunity was real. But the operational reality was catching up fast.

The math that breaks everything

Here’s what product creation looked like before we got involved:

Take one piece of art. You want to sell it as a poster, a framed print, and a canvas. Each comes in three sizes. You work with two print suppliers.

One artwork × 3 formats × 3 sizes × 2 suppliers = 18 product variations.

Each one has to be created, priced, and tracked. Across four or five different systems. Manually.

Now multiply that by a hundred artworks. Or two hundred.

Will, Sandgrain’s co-founder, described it simply: “We have a lot of opportunity, but I’m overwhelmed.”

The new product development process took multiple days. Pricing changes were a multi-hour headache. The systems didn’t talk to each other. Growth was creating friction instead of momentum.

The insight that changed everything

The fix wasn’t to make the old process faster. It was to redesign the model entirely.

Instead of thinking about products as individual items, we started thinking about them as recipes. Define the ingredients and instructions once, then apply that recipe to any new artwork.

We built a custom application — SGS Fulfill — around three layers:

Vendor SKUs are the raw materials. Not “a poster,” but “classic matte paper poster, 50×70cm, Supplier A.” Every specific item from every printer’s catalog, cataloged as an ingredient.

Product Lines organize those ingredients into branded categories. A “Premium Framed Print” line uses better paper and fancier frames than a “Standard Poster” line. This is what the customer sees.

Blueprints are the master recipes. A blueprint says: “To make a Premium Framed Print, use these specific vendor SKUs for small, medium, and large, and apply this pricing formula.” It connects the brand concept to the physical items.

The result: an artist uploads one file, someone applies a blueprint, and the system generates every product variation and pushes them to Shopify. What used to take days across multiple systems now takes seconds in one.

The automation that follows

Once products follow a standard pattern, the downstream automation becomes straightforward.

A customer places an order. Shopify fires a webhook. The API figures out which printer fulfills which item. The printer gets a secure, one-time-use download link for the high-resolution file — protecting the artist’s intellectual property. When the printer ships, tracking flows back to Shopify, which notifies the customer.

Zero human touch from order to shipment.

What actually changed

The numbers tell the story:

• New product development: multi-day process → seconds
• Product launches: increased 20%
• Catalog-wide pricing change: hours → seconds, resulting in a 3% revenue increase
• Change-of-address workflow: 3 systems → 1
• Order fulfillment for select suppliers: fully automated

But the number that matters most is this one: the blueprint creates an abstraction layer between the product concept and the physical reality. If a paper supplier goes out of business, or Sandgrain finds a better option, they update one blueprint — and every connected product updates instantly. No manual edits across thousands of items.

That’s not a feature. That’s a different way of operating.

The bigger point

This system was built for art prints, but the pattern is universal. Any business selling customizable products across multiple suppliers — furniture, apparel, home goods — faces the same combinatorial explosion. The same abstraction solves it.

The question isn’t whether you can keep doing things manually. The question is what it’s costing you to keep doing things manually — in time, in errors, in opportunities you can’t pursue because the operations won’t support them.

If your e-commerce business is at a similar fork in the road, let’s talk.