Thriving Greens
Inventory-aware mobile commerce built around real supply constraints.
Problem Statement
Static product availability created ordering friction and fulfillment risk. Customers could request quantities that operations could not support in real time.
Design Thinking
The app experience was shaped around confidence. Every selectable option needed to reflect actual supply, and the interface had to communicate constraints without feeling punitive.
Architecture / Tech Stack
Expo, Firebase and Railway powered the mobile and backend layers, with inventory-aware service logic, user account flows, and synchronized product availability across app screens.
Shipping Experience
The mobile build and upgrade path required careful Expo and React Native environment management to stay aligned with release tooling and platform compatibility.
Development Challenges
Representing granular weight-based stock availability cleanly on mobile.
Preserving a smooth storefront feel while preventing invalid orders.
Maintaining consistency between operational inventory data and customer-facing UI.
Lessons Learned
Reliability is a design feature. When mobile commerce reflects operational truth, trust improves for both customers and the team fulfilling the order.