1. The Challenge

An Ontario-based pharmaceutical waste facility was bottlenecked by an undocumented legacy supply chain application. The system relied heavily on unwritten operational knowledge and a fragmented "independent dialog box" UI pattern. Furthermore, because it lacked an administrative frontend, minor data corrections required backend engineers to manually execute database changes via Jira tickets. This created severe operational delays and misused costly engineering resources.

The business and legal stakes were critical:

• Strict Compliance: Under Health Canada regulations, the facility faced a strict 10-day mandate to process incoming hazardous shipments.

• Revenue Risk: Any system instability or manual data-entry error directly threatened federal compliance, risking the immediate shutdown of active revenue streams.

The Impact

• Centralized System Architecture: Partnered with a Business Analyst and engineering triad to overhaul the information architecture. Replaced disjointed dialog boxes with centralized, task-based workflows aligned directly to backend database realities.

• Accelerated Product Delivery to 2 Weeks: Navigated a major mid-project strategic pivot by establishing a rapid design-to-development loop utilizing a component library (Shadcn UI), significantly compressing the launch timeline while maintaining cross-functional alignment.

• Optimized Field Usability via Data: Used AI to transform technical system messages into predictive notifications. Post-launch, analyzed warehouse-floor usage via Microsoft Clarity session replays to optimize touch-target sizes for fast-paced environments and refine real-time data refresh behaviors.

• Reduced Operator Training Time: Replaced reliance on memorization with clear system states and contextual guardrails, allowing new warehouse operators to onboard faster with minimal data-entry errors.

The Process