Manufacturing & Industrial
Software that runs on the shop floor as well as in the office.
We build production, quality and planning tools for manufacturers whose processes live in machine outputs, paper travellers and an ERP that was configured a decade ago. The job is to connect all of that without stopping the line.
Constraints we build around
- OT/IoT data from PLCs, CMMs and test equipment via OPC UA, MQTT and file exports
- On-premise or hybrid hosting for sites where the network is segregated or air-gapped
- Integration with ERP and MES systems (SAP, Dynamics, Epicor and others)
- Traceability and audit requirements under ISO 9001, AS9100 and IATF 16949
- Rugged devices, working offline, and usage that follows the shift pattern
- Deployments scheduled around production, each with a rollback plan that doesn't stop the line

What we hear
What people in this sector tell us on a first call.
- 01
Data trapped in machines and paper
CMMs, PLCs and test rigs all produce data, and inspection sheets and travellers are still on paper. Turning either into a report means someone sitting down and re-typing it.
- 02
Customer paperwork as a bottleneck
Certificates of conformance, inspection reports and traceability packs are put together by hand for every batch. The parts are finished and on the pallet, and the shipment is waiting on the paperwork.
- 03
An ERP the shop floor doesn't use
The ERP handles orders and stock. The shop floor runs on whiteboards, spreadsheets and whoever has been there longest. Planning, capacity and quality all live outside the system of record.
- 04
Constraints most software teams have never met
Air-gapped networks, on-premise servers, ruggedised devices, gloves, dust and shift patterns. Software designed for an office fails quietly in a factory, and the operators go back to paper without telling anyone.
What we build
The kinds of systems this sector tends to need.
Quality and inspection systems
Capture inspection results from machines and operators, apply the acceptance rules, and generate certificates and reports from the same data. The traceability chain stays intact from raw material through to shipment.
Shop-floor data capture and dashboards
Operator terminals and tablets for job status, downtime, scrap and OEE, feeding live dashboards and the ERP directly, with no whiteboard in between.
Document automation
Pulling data out of PDFs, scanned inspection sheets and supplier certificates using OCR and LLMs. A person checks whatever the extraction isn't sure about, and the paperwork stops being a typing job.
ERP, MES and machine integration
Integrations with SAP, Dynamics, Epicor and similar systems, plus OPC UA, MQTT or file-drop connections to the equipment, built to cope with networks that aren't always online.
Planning and scheduling tools
Finite capacity scheduling, work-order sequencing and material visibility built around the constraints your planners already know about and the ERP's own scheduling module ignores.
Customer and supplier portals
Order status, drawings, certificates and quality documents that customers can fetch for themselves, and supplier onboarding and document submission that doesn't run on email chains.
Related work
A project from this sector.
Questions
Questions that come up before a first project.
Can you work with our ERP and machine data?
Yes. We integrate with ERPs through their APIs, database views or file interfaces, and with equipment through OPC UA, MQTT, serial or file-drop outputs. Before designing anything we run an integration audit to confirm what each system can expose in practice, because the documentation is often optimistic.
Our network is locked down. Can this run on-premise?
It can. We design for on-premise, hybrid or cloud deployment depending on what your IT and security people will allow, and use containerised services so the same software runs in any of them. Where the network is segregated, the whole thing runs on a box in the server room and cloud doesn't come into it.
How reliable is AI-based document extraction for quality records?
Good enough to take away most of the typing, provided a person still checks the output. We pair OCR and LLM extraction with confidence scoring, validation rules and a review step for anything uncertain, so QA engineers spend their time approving values instead of transcribing them. Every approved value stays traceable to the document it came from.
Relevant services
- Custom Software DevelopmentSystems for the parts of the business no off-the-shelf tool fits.
- AI & Workflow AutomationAI and automation that remove manual work, with the accuracy measured.
- API Development & IntegrationContract-first APIs, and integrations between the systems you already run.
- Cloud Infrastructure & DevOpsTerraform, pipelines, monitoring and a cloud bill you can explain.
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