Industrial
software development.

Industry 4.0, MES, SCADA integration, predictive maintenance, and digital twins — for manufacturers modernising the plant.

Brief us See work
What we build

We build industrial software — Industry 4.0 platforms, MES, SCADA/PLC integration, predictive maintenance, and digital twins — connecting the plant floor to the enterprise.

Problem · approach · outcome.

How we run this kind of work
01 · Problem

The plant floor and the enterprise speak different languages.

OT systems (SCADA, PLC, MES) and IT systems (ERP, cloud, analytics) evolved separately. Industry 4.0 is mostly the work of making them one.

02 · Approach

Bridge OT and IT.

OPC UA and MQTT Sparkplug to bring plant data up; edge compute for latency; cloud analytics and digital twins on top; with the security discipline OT environments require.

03 · Outcome

A connected plant that informs decisions.

Real-time plant visibility, predictive maintenance reducing downtime, and digital twins for optimisation.

What we ship.

6 modules · extensible
F-01

Industry 4.0

OT/IT convergence, smart factory, and connected operations.

F-02

MES

Manufacturing execution — production, quality, traceability.

F-03

SCADA / PLC integration

OPC UA, Modbus, and MQTT Sparkplug to modern platforms.

F-04

Predictive maintenance

ML-driven failure prediction — see AI development.

F-05

Digital twins

Virtual plant models for simulation and optimisation.

F-06

OT security

Segmentation, monitoring, and the security discipline OT demands.

Tech stack.

Production-tested
Industrial
OPC UAModbusMQTT Sparkplug
Edge
KubeEdgeGreengrass
Cloud
AWS IoTTimescaleDB
AI
predictive maintenance

Modernise
the plant?

Industry · manufacturing
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Industrial software FAQs.

Q-01OT/IT convergence?
Yes — bridging SCADA/PLC/MES to cloud analytics is the core of our industrial work.
Q-02Predictive maintenance?
Yes — ML-driven failure prediction on sensor telemetry. We have shipped this for induction motors and rotating equipment.
Q-03Digital twins?
Yes — virtual plant models for simulation and optimisation.
Q-04OT security?
Yes — segmentation, monitoring, and the discipline OT environments require.

Related across the cluster.

Parent & siblings→ 7

Cross-vertical→ 4

Proof & resources→ 3