Community Articles

Technical articles written by the TraceHub community - implementation patterns, lessons learned, and deep dives.

One Product. Five Markets. Five Different Realities.

If you've ever tried to ship a serialized pharmaceutical product across multiple regulated markets simultaneously, you already know what I'm about to describe. It starts simple enough. You have a product. You have markets. You have a serialization system. What could go wrong? Everything, as it turns out.

3 min read · 120
Why Data Quality is the Silent Risk in Pharma Serialization
Why Data Quality is the Silent Risk in Pharma Serialization

The report said 100% compliance. The reality was different. When we did a physical audit, we found serialized cartons with duplicate serial numbers, aggregation records that didn't match the physical hierarchy, and SSCC codes that existed in the system but not on any pallet. The system was working. The data wasn't.

2 min read · 200
Offline Handling in Pharma Track & Trace Architecture
Offline Handling in Pharma Track & Trace Architecture

In pharma track and trace, we spend a lot of time designing for the connected state: fast networks, responsive portals, real-time event reporting. But the question that separates a robust architecture from a fragile one is simpler than that: What happens when the network drops?

2 min read · 174
The Hidden Cost of Integration in Pharma Track & Trace Architecture
The Hidden Cost of Integration in Pharma Track & Trace Architecture

When people talk about pharma track and trace complexity, they usually talk about regulations. But after building production T&T systems across multiple markets, I can tell you the hardest problem isn't the regulation itself, it's connecting the systems that need to comply with it.

2 min read · 239
One of the key insights shared at #TraceHubGlobal 2026
One of the key insights shared at #TraceHubGlobal 2026

The global Track & Trace market is not slowing down, it's accelerating.

1 min read · 430
Pharmaceutical Serialization in Algeria: Current Progress and Key Milestones
Pharmaceutical Serialization in Algeria: Current Progress and Key Milestones

One of the things I value most about the #TraceHub community ... we don't read about progress from a distance. We hear it directly from the people driving it.

1 min read · 138
Pharmaceutical Traceability in Ethiopia: The Scale of the Challenge
Pharmaceutical Traceability in Ethiopia: The Scale of the Challenge

One of the things I value most about the #TraceHub community ...we don't read about progress from a distance. We hear it directly from the people driving it.

1 min read · 462
Product Lifecycle Events: The Foundation of Pharmaceutical Traceability
Product Lifecycle Events: The Foundation of Pharmaceutical Traceability

Every event. Every transition. Every touchpoint across the supply chain ..captured, standardised, and reported through GS1's global framework.

1 min read · 357