Disconnected stock decisions
Sales, warehouse, and supplier teams needed clearer visibility into order risk, stock movement, and communication history.
Working build
OrbitCart: AI Commerce Operations
A wholesale commerce operations product that brings inventory, supplier conversations, fulfillment priorities, and AI reorder recommendations into one mobile-first workflow.
StatusWorking build
PlatformiOS
AI LayerReorders
FocusCommerce
A working build by CyphronTech that is not yet live. No usage or client results are claimed.
Overview
Shared commerce visibility for sales and warehouse teams.
OrbitCart was shaped around the daily tension between stock availability, supplier updates, and fulfillment decisions. The product gives teams a single operating surface for order health, inventory movement, and next-best reorder actions.
The AI layer surfaces reorder timing, supplier risk, and fulfillment priorities for managers to review.
What the build focused on
AI commerce command layer
The experience combines inventory views, supplier messaging, reorder signals, and fulfillment queues in a focused mobile workflow.
Faster operational response
Teams can review priority orders, understand reorder triggers, and coordinate supplier follow-up without jumping between systems.
Scope
A mobile-first commerce workspace for teams that manage stock every day.
Order health
Priority queues show delayed orders, fulfillment risk, and the next action needed by sales or warehouse teams.
Inventory visibility
Stock movement, reserved quantities, and reorder thresholds are shaped into screens that are quick to scan on mobile.
Supplier context
Messaging, purchase updates, and expected delivery dates sit beside the products they affect.
Admin controls
Managers can adjust reorder rules, review exceptions, and keep product data consistent across the operation.
AI workflow
AI that supports reorder decisions.
The AI layer is designed to explain why a product needs attention. It combines sales velocity, available stock, supplier lead time, and fulfillment pressure into practical recommendations that a manager can approve.
- Demand signalsHighlights products moving faster than the current replenishment plan.
- Supplier riskFlags vendors with delayed updates or longer-than-usual lead times.
- Fulfillment priorityRanks the orders most likely to affect customer commitments.
- Human approvalReorder decisions stay reviewable and are never changed silently.
Implementation direction
A product system designed to last.
The product direction covers API design, mobile state management, inventory data modeling, audit-friendly admin actions, and a clean handoff path for future integrations with ERP or accounting tools.
React NativeNode.jsPostgreSQLOpenAIAWSStripe
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