Roots in the platforms
Our engineers have careers in ecommerce, procurement, and workflow systems, Magento and Shopify internals included. We know where commerce data actually lives.
Commerce & retail.
Basket-level intelligence is the most underused asset in ecommerce. We turn order history into revenue, and we build it into the platforms merchants already run.
What we build
commerce intelligence mines co-purchase signal into ranked, profit-weighted bundle opportunities with one-click publishing and storefront widgets, built to run across five commerce platforms, from Shopify to OroCommerce, with an MCP server so agents can query the same intelligence.
Where we help beyond the build
Recommendation and merchandising systems tuned to your catalog; make-your-catalog-legible-to-AI work (structured data that answer engines and shopping agents can read); eval harnesses for search and recommendation quality; and integration work that respects the stack you already have, we integrate, we don't rip-and-replace.
How we work in commerce
In commerce, a recommendation that's subtly wrong doesn't crash, it quietly costs margin on every order. That's why the intelligence has to be measured, not guessed at.
Measured in basket lift
Every recommendation system we build carries an estimate you can audit, confidence, lift, support, and projected monthly revenue, not vanity engagement metrics.
Agent-era ready
Shopping is moving to AI answer engines and agents. We make catalogs findable, quotable, and purchasable in that world.
Signal that survives the catalog
Co-purchase patterns shift with season, promotion, and assortment. We build models that hold up when the catalog moves, not demos tuned to last quarter's data.
Merchandising you can defend
Every bundle and placement traces back to the signal behind it, so your merchandising team can sign off on it, not just trust a black box.
Native to the storefront
Intelligence that lives inside the platforms you already run, and the agent workflows coming next, not a dashboard nobody opens.
Why 48x here
Commerce teams have been burned by recommendation engines that look sharp in a deck and move nothing at the register. We hold every model to a basket-lift and margin bar before it ships, and we build it into the storefront you already run.
Frequently asked
Which platforms do you work with?
Shopify, BigCommerce, Magento, WooCommerce, OroCommerce, and others, through native extensions and your existing APIs.
How do you measure success?
Basket lift and margin, held to an evaluation harness, not click-through vanity metrics.
Do we have to replace our stack?
No. We integrate with the catalog, storefront, and data you already run. Rip-and-replace is a smell.
Selling online?
Bring us your order history; we'll show you the bundles hiding in it.
Book a call- A reply within one business day, from the person who'd actually do the work.
- A candid read on whether we're the right team. No sales pitch.
- If we're not the fit, you still leave with a sharper plan.