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Industries · Edge + cloud

From shop-floor data to decisions you can act on

Edge-to-cloud data, integration and security engineering for manufacturers, textile mills and exporters, so machines, quality checks and ERP finally tell the same story.

Engineer working at a laptop beside industrial automation equipment
At a glance
  • Edge-to-cloud telemetryOPC UA, MQTT and Modbus data, made usable
  • ERP · MES integrationOrders, production and quality in sync
  • Quality inspectionTablet apps and buyer-ready reports
  • OT securitySegmentation and secure remote access
Manufacturing & IoT

Most factories have plenty of data. It just isn’t in one place

Machines record cycle times and alarms, quality inspectors fill in paper sheets, planners live in the ERP and the maintenance team keeps its own spreadsheet. When a buyer asks why a shipment was late or a defect slipped through, it takes days to piece the story together. Meanwhile machines that cannot be patched are being connected to networks that were never designed for them.

We connect the shop floor to the business with ERP and MES integration, collect machine data through edge-to-cloud pipelines, build quality and maintenance apps, add production dashboards and predictive models, and protect operational technology with segmentation and secure remote access. We also build and run our own Fabric Inspection Software for textile mills.

Sound familiar?

What we hear on factory visits

Paper, silos and unpatchable machines come up in almost every conversation.

“Quality data lives on paper”

Inspection sheets are typed up days later, if at all, so defects are found after shipment.

“We can’t see OEE without walking the floor”

Machine data exists but never reaches a dashboard managers actually use.

“Our ERP doesn’t know what the floor is doing”

Production confirmations, scrap and downtime are entered manually at the end of the shift.

“Machines break without warning”

Maintenance is reactive, spares are guessed and downtime is expensive.

“Vendors want remote access to our PLCs”

Remote support is convenient, but it opens holes into networks with unpatchable machines.

“Buyers ask for traceability and compliance data”

Export customers want batch traceability, test reports and product data on demand.

What we build

Manufacturing solutions from the machine to the buyer

Start where the data gap costs you the most.

Machine data & OEE dashboards

The challenge

Machines and PLCs produce data that never leaves the shop floor.

Our approach

We collect data at the edge through OPC UA, MQTT or Modbus gateways, buffer it for unreliable links, send it to a cloud or on-premises time-series store and build OEE, downtime and alarm dashboards.

What you get

  • Edge gateways and protocol adapters
  • Buffered, secure data pipeline
  • OEE, downtime and alarm dashboards
  • Shift and line performance reports
How we start

A typical first engagement: the shop-floor data pilot

Four to six weeks, one line or one process, to prove value before rolling out further.

Week 1

Walk the floor

On-site or remote walkthrough of one line: machines, controllers, paper forms and existing systems.

Week 1–2

Pick the metric

Agree one outcome to improve (OEE, first-pass yield, inspection time or downtime) and how to measure it.

Week 2–5

Connect & build

Edge data collection or a digital inspection app for that line, plus a dashboard for supervisors.

Week 5–6

Review & scale plan

Results against the baseline, lessons learned and a costed plan for other lines and plants.

Senior engineers firstYour first call is with someone who will do the work, not a sales script.
Written, fixed-scope startA scoped assessment with a written plan before any long commitment.
We run our own products13 live platforms we build and operate, so we feel production pain too.
Honest about fitIf another team or an off-the-shelf tool suits you better, we will say so.
FAQ

Questions manufacturing teams ask us

Rarely. Most machines can be connected through their existing controllers using OPC UA, Modbus or vendor protocols, or with retrofit sensors where there is no digital interface.

Yes. We can run the data platform on-premises, in the cloud or in a hybrid model, which is common when connectivity is limited or customers restrict data location.

It can be, with the right architecture: segmentation between IT and OT, outbound-only connections from edge gateways, brokered vendor access and monitoring. We assess your current exposure before connecting anything new.

Yes. Our own Fabric Inspection Software is built for mills, knitters and exporters, and we help with buyer reporting, traceability and the product data that export customers increasingly request.

A single-line pilot usually shows measurable results within four to six weeks, which gives you real numbers before deciding on a wider rollout.

Ready to get one line’s data off paper and into decisions?

Tell us about the line, the machines and the metric you care about. We will propose a pilot.

Plan a Shop-Floor Pilot

Other industries we engineer for