Challenge
Machine data locked inside PLCs and vendor historians
Our response
OPC-UA and Modbus edge gateways normalising telemetry into an open time-series platform you own.
Manufacturing practice
Manufacturing data usually exists but stays trapped in PLCs, SCADA historians and paper logs. We bridge OT and IT — condition monitoring, OEE tracking, quality analytics and digital twins — so maintenance becomes scheduled rather than reactive.
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Less unplanned downtime
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Better asset utilisation
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Lower telemetry cost
Sector challenges
Left column is the problem as it is usually described to us. Right column is what we actually build in response.
Challenge
Machine data locked inside PLCs and vendor historians
Our response
OPC-UA and Modbus edge gateways normalising telemetry into an open time-series platform you own.
Challenge
Maintenance performed on calendar intervals regardless of condition
Our response
Condition monitoring with vibration and current-signature models raising work orders on actual degradation.
Challenge
OEE calculated weekly in spreadsheets, too late to act
Our response
Real-time OEE dashboards on the line with downtime reason capture at the operator terminal.
Challenge
Quality defects traced only after customer complaints
Our response
Machine-vision inspection and SPC analytics correlating defects to process parameters and batches.
Compliance
Regulatory obligations common in manufacturing. We treat these as architectural inputs from the first design session.
Finance, supply chain and manufacturing on one ledger.
Know what you have, where it is, and what it costs.
Every asset tracked from purchase to disposal.
Design, run and measure business processes without code.
Industrial IoT, smart devices, edge computing and embedded systems from sensor to dashboard.
Lakehouse platforms, ETL/ELT pipelines and governed analytics that turn scattered systems into one trusted layer.
Production-grade generative AI, applied ML and autonomous agents — governed, evaluated and observable.
AR/VR/MR, digital twins, spatial computing, robotics, edge AI and quantum-readiness advisory.
Manufacturing enquiry
You will speak with someone who has delivered in this sector before — not a generalist reading a capability deck.