Field validation underway — manufacturing trials next

See what's happening across your factory.

Collect electricity, water and operational telemetry at the edge. Preserve it during connectivity interruptions and structure it consistently across individual equipment and multiple sites.

Start independently. Integrate where it becomes valuable.
Telemetry Fabric field prototype cabinet
The first Telemetry Fabric cabinet, in continuous outdoor operation during controlled reliability and data-integrity testing.
Why collect it?

Start with the questions you can't currently answer.

Telemetry only matters when it helps explain what is happening in the factory. Utility monitoring is the starting point, not the destination.

Off-hours use Where is energy being consumed when production is stopped?
Water Where is water going, and when did consumption change?
Comparison How do similar assets, areas or sites compare?
Context What else was happening when a spike or unusual pattern appeared?
Low-friction starting point

Start without another factory-network integration project.

The current prototype uses LoRaWAN sensors with an independent cellular backhaul, allowing the first telemetry deployment to operate independently of existing production IT and OT networks.

Useful data can start flowing before requesting access to PLCs, historians, databases, or production systems. Those conversations can happen later, when there is a reason for them.

Separate first. Integrate later.

Telemetry Fabric is not tied to LoRaWAN. The edge uses general-purpose compute, so additional protocols and software integrations can be developed as requirements become clear.

Edge resilience

The factory doesn't stop when the internet does.

Data is collected and persisted at the edge, so a temporary loss of connectivity does not create a gap in the operational record.

CollectReceive telemetry close to the equipment and sensors.
PersistKeep a local record through WAN interruptions.
StructurePreserve the context needed to understand the measurement.
ForwardSend data to the central platform through controlled APIs.
ObserveManage configuration, health and analysis centrally.
Structured from one site to many

Make the data understandable before making it clever.

Measurements are organised within an industrial context so that equipment, areas and sites can be understood consistently. The model is built for a single factory first, with the structure already in place to compare equivalent data across multiple sites as deployments grow.

Enterprise
Site
Area
Equipment
Measurement
Beyond the sensor

The sensor data is only the beginning.

Once useful telemetry is available, the next question is which existing production or process information could provide context.

Electricity or water data can show that something changed. Production context can help explain what was running at the time — a product or batch, line state, cleaning cycle, changeover or other site-specific activity. That information may live in PLCs, databases, historians, MES, APIs or something entirely site-specific.

PLCs & equipment
Machine state, counts, alarms and process values where accessible.
Databases & APIs
Operational information already being captured elsewhere.
Historians & MES
Potential production context where interfaces and permissions allow it.
Site-specific systems
Integrations driven by useful data rather than a fixed protocol checklist.
Engineering foundation

Built to be extended.

The edge and central services are built on modern Microsoft .NET and run on Linux and containerised infrastructure. General-purpose edge compute leaves room for site-specific integrations as real requirements emerge.

.NET · Linux · Containers
MQTT · REST · TimescaleDB
Behind the project

Integration experience first.

Telemetry Fabric is being developed by a software architect with around 25 years' experience in distributed systems, operational software and systems integration, including NHS clinical messaging integration and message-driven distributed systems in automotive technology. The prototype's electrical design has been reviewed by qualified electrical engineering expertise.

Why build it this way?

Electricity and water are a practical place to start because they can be measured without interfering with production systems. Once the platform is running on-site, other sources such as PLC, production, or batch data can be added where they provide useful context.

Current status

The first cabinet is now running outdoors.

It is collecting test pulses continuously while exposed to normal outdoor conditions. The pulses follow a known hourly pattern, which allows the system to detect if one is missing or received twice. During the trial, the internet connection is deliberately cut. Readings collected during the outage must then reach the central system when the connection returns, with their original timestamps preserved.

What is being tested The prototype is being left outdoors to test the enclosure and hardware in real conditions. Connectivity will also be deliberately interrupted to confirm that readings are not lost during an outage.
How it is measured A known sequence of pulses is generated every hour. Each received pulse is checked against the expected sequence, making missing or duplicate readings immediately detectable.
What comes next Manufacturing trials are the next step following controlled validation.

Next phase: manufacturing trials

  • A small number of targeted electricity or water measurement points.
  • A defined scope and trial period agreed with the site.
  • Installation agreed with the site and carried out in accordance with its normal electrical safety and isolation procedures.
  • Focus on proving the deployment approach and identifying where operational context could make the data more useful.
Telemetry Fabric

Interested in where this is going?

Telemetry Fabric is a working engineering prototype and a software platform built to grow around real manufacturing requirements. Controlled validation is underway now, and manufacturing trials are the next step. If you run or manage a manufacturing site and want to explore whether an early trial could be useful, get in touch.