Factory Automation
Industry 4.0 systems that turn PLC data into decisions — SCADA integrations, telemetry pipelines and predictive maintenance on real shop floors.
We bridge OT and IT. Our team builds telemetry pipelines from PLC and SCADA systems into modern data platforms, layers predictive maintenance and anomaly detection on top, and delivers the operator-facing tooling that makes it usable by plant teams.
What we do
Concrete capabilities under this pillar. Not all of them apply to every engagement — we scope to what your problem needs.
- OT/IT integration
- SCADA & MES connectivity
- PLC data acquisition
- Predictive maintenance models
- Production telemetry pipelines
- Edge compute & gateways
- Operator dashboards
Things we use
Technologies and frameworks we reach for by default. We choose boring over trendy unless trendy is earning its weight.
- OPC UA
- MQTT
- Modbus
- InfluxDB
- TimescaleDB
- Kafka
- Grafana
- Python
- Rust
- Kubernetes
Where it pays off
Representative problems we've solved or are well positioned to solve in this area.
- 01Real-time production dashboards
- 02Predictive failure detection
- 03Energy consumption optimization
- 04Cross-plant data unification
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Learn moreThinking about a project in factory automation?
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