AI check for metalworking businesses

The survey is the basis of every component, and the most expensive organisational mistake in this trade starts right here. A measurement taken too early, a transcription error or an unclarified preceding work only shows up once the component is welded and coated. Then it is a total loss: material, production, finishing and transport. In the audit for Structural and Architectural Metalwork this is a dedicated area: you answer questions taken from your everyday work, and the result shows where automation can realistically help here.

Besides the Enquiries, Site Survey and Quotation area, it covers Design, Drawings and Approvals, Installation Planning and Site Coordination and Inspection, Marking and Evidence of Usability, among others. In total the audit spans 16 areas from the configuration for Structural and Architectural Metalwork – services you do not offer are skipped by the questionnaire.

Yes. Your maturity score is set against the average of the audits already completed in the same sector. As long as too few audits are available for that, the result shows a neutral reference value and labels it explicitly as such, no invented sector statistics.

For metalworking businesses with their own workshop production: structural steelwork, aluminium windows, doors and façades, powered gate and door systems, railings, stairs and balconies, fences and canopies, stainless steel and one-off fabrication, general metalwork shops doing repairs and single pieces, decorative metalwork as well as commercial vehicle and trailer building: with or without your own installation, with or without a service operation.

No. Series production in the metal industry is expressly not the subject of this check: there, batch sizes, cycle times and series planning govern the business, and there is no one-off fabrication to measurements taken on site. Here almost every component is a one-off made to measure, and the entire logic of this check follows from that. Machining shops without installation, pure coating and galvanising businesses and scaffolding also do not belong here.

No, expressly not. Only organisational and administrative processes are assessed. The check makes no statement about structural design, statics, material selection, welding procedures or workmanship. And expressly: systems that assess welds from images or claim to detect flaws are not the subject of this audit: no recommendation may suggest them, not even as a pre-check, support or second opinion. Inspecting a weld is a technical act carried out by qualified people.

No. What your business makes carries people: a railing stops somebody falling, a staircase bears their weight, a façade hangs over a footpath, a gate moves hundreds of kilos over a driveway. If a component fails, that is not a quality defect but an accident. No recommendation may shorten, merge or omit a design, inspection, marking or documentation step, not even indirectly through a saving in time or cost. Every recommendation in the report has to state that explicitly.

Yes. The questionnaire follows your business: without your own production, workshop planning and welding records fall away; without your own installation, the areas on site work and lifting equipment; without a service operation, the area on inspection dates for installations; without load-bearing components, the questions on factory production control; without public sector clients, those on procurement procedures. A six-person shop gets a much shorter path than a business with forty people, design, welding, façades and a service operation.

No. Your capacity is doubly constrained: by the workshop and by the installation teams, and both depend on skilled people who are barely available on the market. Administrative time freed up creates neither production nor installation capacity. Four effects may be quantified, each only where figures were collected: remakes avoided from organisational causes, wasted journeys avoided, full billing of agreed additional work, and retention money pursued. The last is not additional revenue but money already earned that was never called in.

No. A fall during installation or the failure of a load-bearing component is not a figure to calculate with, and liability avoided from missing records is not quantified either. Gaps in welding qualifications, inspection dates for lifting equipment and slings, evidence for load-bearing components and recurring inspections of installations under your care appear as risk findings and come first among the fields of action. Closing them takes precedence over any efficiency improvement, whatever the rest of the result.

The check does not ask you for any documents. It does, however, treat them as what they are: your know-how and at the same time frequently somebody else’s property. If they end up in an external tool, that touches your client’s trade secrets and contractual confidentiality. On top of that there is something particular to this trade: your documentation contains information on how other people’s premises are secured. No recommendation brings such information together with generally accessible systems.

No. Linking component, welding procedure and the person who carried out the work serves traceability and never performance assessment. This report shows no metrics on production or installation times, rework or welding output for individual people, and no recommendation amounts to that. Recording hours against jobs serves the costing of the job: where a recommendation touches such data, it names purpose limitation and, where a works council exists, employee co-determination.

No. The technical framework of this trade is largely harmonised across Europe; construction contract law is not: contract types, interim payments, handover, retention money and above all warranty periods differ fundamentally from country to country. Likewise, inspection duties for installations and lifting equipment follow a European framework with nationally defined intervals. The check therefore states no period and no interval, but asks whether you monitor them.

Depending on your business, around 40 to 57 questions, mostly to click. A business without its own production and without installation goes through 13 areas, a structural steelwork business with everything through 16. The quick check with AI maturity score, benchmark and the three most important fields of action is free. The full report covering all 16 areas costs €149.