Wergonic Platform
Rebuilt a standalone app into a full AI-powered platform suite for sensorized workwear — leading a cross-functional team of 8.
- Year
- 2024
- Role
- Lead Mobile Developer & Product Owner
- Status
- live
- Links
- Live ↗
- Flutter
- Dart
- Clean Architecture
- Real-time
- AI
Wergonic builds sensorized workwear that uses AI to monitor ergonomic risk and prevent workplace injuries. I joined to lead the mobile work and own the product direction — and ended up rebuilding the whole thing.
The problem
The product was a single mobile app trying to do everything. To serve real organizations, it needed to become a platform: something workers, managers, and admins could each use for their part of the job.
What I led
- A cross-functional team of 8 — design, mobile, web, backend, and QA — from architecture through delivery, run on ClickUp and Slack.
- A full rebuild into a platform suite: the mobile app, an organization panel, and an admin panel.
- Sensor work: added logic for additional sensors and lifted reading frequency to 25Hz per sensor, optimising pre-processing before cloud sync.
- A real-time backend with automated report generation and AI-based predictions.
Challenges
Real-time sensor data at scale is unforgiving — every millisecond of pre-processing and every sync decision matters. Balancing that with shipping a multi-surface product on a small team was the real test.
Outcome
A coherent platform instead of a single app, plus the technical pitches and investor demos that came with it.