Integrations & Pipelines
Stitching systems together. Hardware to commerce, commerce to email, data to decisions. Vending sales reconciling against Shopify SKUs in under 90 seconds.
Custom AI architectures against real operations.
We work with founders and operators who have a real operational problem and need a real system to solve it. Not a proof of concept. Not a pitch deck with “AI-powered” on every slide. A working system, tested against real data, running in production, with documented failure modes and an operator who knows how to use it.
Stitching systems together. Hardware to commerce, commerce to email, data to decisions. Vending sales reconciling against Shopify SKUs in under 90 seconds.
Tools you couldn't buy off the shelf. Operator dashboards. Reasoning interfaces. Internal platforms built for the team that actually uses them.
Quiet automations that compound. Drive uploads triggering AI image generation triggering ad approval emails triggering Meta publishing.
What to build, what not to build. Where AI earns its weight in your stack and where it would just add noise.
Nayax cashless readers on each machine stream sale events in real time. Every tap, every transaction, every error code. The edge layer captures raw telemetry and pushes it to the reasoning pipeline within seconds.
Claude API processes each telemetry event against the operator's retail SKU catalog. The pipeline reconciles what was sold on-machine with what exists in Shopify, tags discrepancies, and flags anomalies.
A custom Next.js + Supabase application built for the operator team. Real-time sales view, machine health monitoring, inventory alerts, and reconciliation status.
Reconciled data syncs back to Shopify Admin API. Inventory levels update automatically. Sales attribution flows through. From vending machine to Shopify in under 90 seconds.
We sit with your operation. Watch the work happen. Find the friction. Identify where AI earns its weight and where it doesn't.
We design the system. Write the spec. Show you what we'll build before we build it. You either green-light, modify, or kill the project here.
We embed in your workflow and ship. Production-grade from day one. Tested against real data. Documented as we go.
We hand you the system you can run. Or we keep running it for you. Your call.
Tell us what you're seeking. We'll tell you whether we should build it.