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Production & operations
Supervisors who need to see output, downtime and bottlenecks while the shift is still running.
Manufacturing
Production data that reaches the office before the end of the shift.
Production visibility, quality records, maintenance, supplier portals, traceability and reporting — captured at the point of work rather than reconstructed afterwards.
Overview
The gap between what the floor knows and what the office sees.
On most production floors the information exists. It is on a clipboard, in an operator's head, or in a spreadsheet that gets consolidated weekly. The delay between the event and the visibility is where cost accumulates.
Closing that gap is rarely about a full MES programme. It is usually about capturing a handful of things reliably at source — output, downtime reasons, quality checks, material movements — and making them visible immediately.
That also produces the record you need for traceability, which is far cheaper to collect as you go than to reconstruct during an audit or a recall.
Who we build for
The teams inside this sector we work with.
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Quality teams
Inspectors and managers recording checks, non-conformance, corrective actions and traceability evidence.
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Maintenance
Planned and reactive maintenance, asset history, spares and the downtime record that justifies investment.
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Supply chain & procurement
Teams coordinating suppliers, inbound materials, certificates and inventory across locations.
Challenges
Common friction, and what we do about it.
Every engagement starts from a specific operational problem rather than a product we are trying to place.
Production figures are consolidated the following week
Capture at the line with immediate dashboards, so problems are addressed during the shift rather than reviewed after it.
Quality checks live on paper and in filing cabinets
Structured digital checks with photos, sign-off, non-conformance workflow and searchable history.
Downtime reasons are recorded inconsistently
A controlled reason code set captured at the machine, producing analysis that can actually be acted on.
Traceability evidence is assembled manually when asked
Material, batch and process linkage recorded as work happens, so traceability is a query rather than a project.
Suppliers send certificates by email
A supplier portal for documents, certificates and delivery confirmations, linked to the receiving record.
What we build
Capabilities that fit this sector.
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Production dashboards
Output, rate, downtime and bottleneck visibility by line, shift and product.
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Quality workflows
Inspection plans, checks, non-conformance, corrective actions and audit-ready history.
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Work instructions
Version-controlled digital instructions at the point of use, with confirmation of the version followed.
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Maintenance
Planned schedules, reactive requests, asset history, spares and downtime linkage.
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Traceability
Material, batch, operator and process linkage captured through the production route.
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Supplier portals
Purchase orders, delivery confirmations, certificates and non-conformance communication.
Artificial intelligence
Where AI earns its place here.
Applications with a credible return in this sector — each one wrapped in human review, defined data boundaries and an audit trail.
Maintenance prioritisation
Pattern analysis across downtime and asset history to rank what is most likely to fail next, with the reasoning visible to the maintenance planner.
Quality document handling
Extraction from supplier certificates and inspection paperwork into structured records, with human confirmation on low-confidence reads.
Production knowledge assistant
A grounded assistant over work instructions, standard operating procedures and past non-conformance history, citing the document it answered from.
Example architecture
What a typical engagement looks like.
Shop-floor capture with immediate operational visibility
Tablet or terminal capture at the line for output, downtime reasons and quality checks, feeding an operations platform that produces live dashboards and the traceability record. Maintenance requests raised from the same interface link to asset history, and a supplier portal handles inbound documents and certificates against the receiving record.
Illustrative of the engineering patterns we deliver. It is not a client case study, and it does not describe a specific project.
Questions
Straight answers.
It can be a subset of one, scoped to what you actually need. Full MES programmes are long and expensive; most manufacturers get the majority of the value from reliable capture of a few things plus immediate visibility.
That is usually the right approach. The ERP keeps its role and we build the operational layer around it, integrated so data is entered once.
Manual or semi-automated capture at the line is a legitimate answer and often the pragmatic starting point. Machine integration can follow where it earns its cost.
Only if it is quicker than the clipboard. Interfaces are designed for gloves, poor light and interruption, and tested with the people who will use them.
How long after a shift ends do you know how it went?
If the answer is measured in days, there is a capture and visibility project worth scoping. Tell us how production data reaches you today.