The vision

Built a version the team could believe in

Long term, I wanted inventory to basically run itself, with our AI assistant JAX acting as an inventory agent: watching stock, surfacing insight, suggesting the next move.

Big visions die in slide decks. So instead of writing one, I coded working AI prototypes the team could click. That became our north star.

Inventory dashboard vision with JAX, performance table, insights, and predictions.
The inventory dashboard vision. Select a hotspot to explore.

Bring clean data in

Guided setup captures what a business sells and connects its sales channels from day one.

Guided inventory setup and sales-channel onboarding.

Count stock in real time

AR and voice controls make stocktakes faster and more accurate. A live inventory view without the slow manual count.

The stock scanner prototype: counting stock straight in with your phone.

The digital twin

We weren't shipping blind. I built a live commerce dashboard as a digital twin, testing the vision against real workflows.

The live digital twin dashboard prototype.

Delivery

Each phase earns the next

The north star was set. The rest was delivery: shipping small slices in the right order, starting where structured data starts.

Quick wins that structure inventory data and connect Xero to sales channels.

Categories & default supplier