Manufacturing practice

Shop-floor visibility and predictive maintenance that pays back.

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

What manufacturing clients bring us

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

Frameworks we design against

Regulatory obligations common in manufacturing. We treat these as architectural inputs from the first design session.

  • ISO 9001
  • ISO 27001
  • IEC 62443 (OT security)
  • GMP where applicable
  • CE / UL documentation

Manufacturing enquiry

Let us talk about your manufacturing programme

You will speak with someone who has delivered in this sector before — not a generalist reading a capability deck.

Book a discovery call Email the team

Princeton, NJ · Tiruchirappalli, India · +1 (609) 681-2414