Sector engineering
Manufacturing
MES, IIoT, and operational telemetry engineered for production reliability — connecting shop-floor reality to enterprise decisioning.
- MES
- IIoT
- OT/IT
02 — Engineering practice
How we engineer for this sector.
Manufacturing systems sit at the intersection of operational technology and enterprise software. The platforms that work are the ones that respect the constraints of both — deterministic on the shop floor, observable in the enterprise, and resilient across the divide.
Our practice engineers MES, SCADA integration, IIoT telemetry, and the analytics surface that ties shop-floor reality to OEE, throughput, yield, and downtime targets. Every integration is engineered for the safety posture and uptime expectations the production environment demands.
Predictive maintenance is engineered as production software, not as a data-science experiment. Sensor telemetry, anomaly detection, and work-order generation are stitched into a continuous operational loop — with the audit trail regulated industries (pharma, aerospace, defense) require.
03 — Engineering surface
The technologies behind this sector practice.
A selection of the platforms, standards, and tools our principals engineer with in this sector.
MES & Shop Floor
- SAP DMC
- Siemens Opcenter
- Tulip
- Rockwell FactoryTalk
- Werum PAS-X
OT / IIoT
- OPC UA
- MQTT Sparkplug B
- Edge gateways
- AWS IoT / Azure IoT
- Time-series DBs (Influx, Timescale)
Analytics & Reliability
- OEE dashboards
- Predictive maintenance models
- OpenTelemetry
- Grafana
- Snowflake / BigQuery
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