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Case study · Industrial IoT · 2025 - The plant in one data model: Modbus and MQTT

PLCs, sensors, and gateways speak different protocols. We folded them into one monitoring and control stack.

Modbus and MQTT, one data model

2 protocols

Modbus and MQTT, one data model

buffering on an unstable network

Reconnect

buffering on an unstable network

faster onboarding of the next device

Fewer connectors

faster onboarding of the next device

Industry
Industrial IoT
Year
Service
IoT integration

Challenge

On industrial sites, PLCs, sensors, and gateways speak different protocols. Each new device meant another one-off connector.

Solution

In 2025 we delivered a layer joining Modbus (TCP/RTU) with MQTT: a shared data model, reconnect, buffer, API, and dashboards. We didn’t rewrite the existing automation.

What we shipped

  • Mapping Modbus registers and MQTT topics
  • Reconnect and buffering when the network drops
  • APIs and dashboards for operators

Results

New devices come online faster. Modbus stays on the floor, MQTT carries events to cloud and edge — scalable IoT without resetting the plant.

We don’t publish the client name — scope and stack on request.

Tech stack

  • Modbus TCP/RTU
  • MQTT
  • Node.js
  • NestJS
  • React
  • PostgreSQL

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Live
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Alert
leaks and spikes earlier
1 panel
portfolio, units, billing

Live metering: reading, leak, and billing without a walkaround

Wireless meters, telemetry, and alerts in one panel — consumption is visible now, not after the round.

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Samples
records instead of scattered sheets
Statuses
tracking through the study
Export
reports without manual assembly

Sample tracking in the lab instead of spreadsheets

Molecule records, statuses, and export for a specific research process — not an off-the-shelf LIMS.

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