Happy Webs

Inspect Every Part, Not Just a Sample.

Manufacturing QC has always been a trade-off: inspect everything and slow the line, or sample and accept escapes. AI changes the maths. Every part inspected, sub-second, against a structured schema, using cameras and tablets you already own.

A shop-floor worker using a digital production system

The manufacturers reality.

Off-the-shelf machine vision systems are designed for high-volume production lines running one product all day. They're £20k+ per station and don't suit mixed-product SMB manufacturing. Meanwhile, your team takes pre-dispatch photos that nobody uses for inspection. That gap is where AI lives.

Tuned for manufacturers.

01

Product-specific inspection schemas

Per product type: components present, assembly correct, labels right, packaging complete. Structured checklist the AI can apply consistently.

02

Multi-source capture

Phone cameras for manual stations, fixed cameras at automated stations, drone shots for large assemblies. Same model, same workflow.

03

Inline or end-of-line

Use at end-of-line for finished-goods QC, or inline at sub-assembly stages to catch errors before they compound into the next stage.

04

Integration with your traceability

Inspection records tied to batch number, serial, work order. Audit trail meets ISO 9001 and customer-specific traceability requirements.

We integrate with what you have.

  • Phone cameras / tablets
  • Fixed station cameras
  • Custom ERPs / MES
  • ISO 9001 audit logs
  • Customer traceability systems

If your stack isn't listed, ask, almost always we can integrate. We've connected to bespoke MES, ancient on-prem systems, and email-only interfaces.

Fixed fee, phased delivery.

£3,200-£12,000 for build, ~£150-£400/month for hosting

From £3,200

QC inspection for manufacturers

  • Workflow audit + industry-specific spec
  • Build, integrations, and tuning to your real data
  • Live deployment in your environment
  • Ongoing tuning + accuracy monitoring

Things people in this industry ask us.

01Will it work alongside our existing machine vision?

Yes, they're complementary. Industrial vision rigs are good at dimensional measurement at speed. AI vision is good at visual judgement and varied products. Many manufacturers run both: the machine vision for measurements, AI for assembly correctness and surface defects.

02Can it handle changeovers?

Yes. New product schemas can be activated via a barcode scan, a work-order trigger, or just operator selection. The system inspects against the right checklist as the line runs different products through the day.

03What about ISO 9001 / IATF traceability?

Every inspection logged with image, schema, decision, reasoning, and operator. Linked to batch and serial. Provides a cleaner audit trail than paper logs.

04How accurate is it?

It depends on the image, defect class and inspection conditions. We establish a per-class baseline during the pilot, set sensible confidence thresholds and send uncertain cases to human review rather than silently misclassifying them.

05Can we run it on-premise?

Yes. We can deploy fully on your network if that's required for IP or data-residency reasons. Cloud deployment is faster and cheaper but on-premise is fully supported.

Ready to win more
and do more with
less staff?

  • More enquiries & better rankings
  • Smoother operations & less admin
  • Faster quoting & better follow-up
  • More jobs completed, without hiring more

Book a free strategy call

and let’s map out your clear next step.

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