Real industrial systems, built and deployed.
Engineering work across embedded, automation, Industrial IoT and AI inspection — every entry below is live in production.
Real systems, live on plant floors.
Cycles through every deployment automatically — or jump to one from the list.
Workforce Management System
BLE-based zone presence, attendance, and safety alerts for industrial teams.
- Battery life
- 12 – 18 months
- Update interval
- ≤ 5 s
- Concurrent tags
- 1000+
A low-power BLE mesh that monitors workforce presence across plant zones in real time. Used for attendance, restricted-area safety, contractor visibility, and post-incident trail reconstruction without intrusive surveillance.
- Real-time zone visibility with sub-3 m typical resolution
- Geofenced safety alerts when staff enter restricted zones
How a project comes together.
Discovery, engineering and deployment under one roof — fewer hand-offs, fewer surprises.
Discovery
On-site walk of the line. We sit with operators and instrument the actual problem.
- Process & cycle audit
- Defect taxonomy & sampling
- Scope and KPI definition
Engineering
Electronics, firmware, vision models and integration built in-house — one accountable team.
- PCB & enclosure design
- Firmware & embedded AI
- MES / ERP integration
Deployment
Validation runs against the operator's golden set, training, and a controlled live ramp.
- Golden-set validation
- Operator + maintenance training
- Live ramp with rollback
The tech we actually use.
A snapshot of the stack behind the projects above — picked for industrial duty cycles, not for novelty.
Embedded & Hardware
Automation & Industrial IoT
AI & Vision
Reliability & Ops
Have a system that has to be right the first time?
We take on projects where precision, repeatability and uptime are non-negotiable. Bring us the constraint — we'll bring the system.