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Industry 4.0

Factory-floor systems that turn machine data into decisions.

Production, quality and maintenance software connecting shop-floor equipment to enterprise systems — built for environments where downtime has an hourly price tag.
Unplanned downtime
−32%Unplanned downtime
Vision inspection accuracy
99.4%Vision inspection accuracy
Overall equipment effectiveness
+11ptsOverall equipment effectiveness

What we hear

The problems described on the first call

These come up in almost every conversation in this sector.

Data trapped in machines

Equipment generating telemetry that never reaches anyone able to act on it.

Reactive maintenance

Failures discovered when production stops, with unplanned downtime costing more than the repair.

Manual quality control

Inspection by sampling and eye, letting defects reach customers and root causes go unidentified.

What we build

How we address them

Systems shaped by the sector's actual constraints, not a generic template.

Industrial IoT platforms

OPC UA and MQTT ingestion from PLCs and sensors into a time-series platform with live operational dashboards.

Manufacturing execution

Work orders, traceability, scheduling and OEE tracking connected to ERP.

Quality and compliance

Digital inspection records, non-conformance workflows and full batch genealogy for recall readiness.

Applied AI

Where AI pays off in manufacturing

Use cases we have taken to production in this sector.
  • Predictive maintenance from vibration and thermal signals
  • Computer vision defect detection on the line
  • Production scheduling optimisation
  • Yield analysis identifying root-cause process drift

Standards we build to

ISO 9001ISO 27001IEC 62443FDA 21 CFR Part 11

Typical stack

PythonOPC UAMQTTTimescaleDBPyTorchGrafanaAzure IoT

Start the conversation

Building for manufacturing?
Let's talk about your constraints.

Six questions gets you a recommended package, an indicative timeline and a technology plan. No sales call needed to get a useful answer.

  • Reply within 4 business hours
  • No cost, no obligation
  • NDA on request before you share anything