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Application

Verify Manual Assembly

Real-time AI guidance for operators during assembly. Catch errors before they happen — not after.

Step verified
PIQAPART assembly screen confirming a completed step with a large green check

The Challenge

Manual assembly is error-prone. Errors caught too late mean expensive rework, training issues, and slow production.

  • 01

    Manual assembly is error-prone

    Operators assemble complex products; skipped steps, wrong orientation, or missing parts happen frequently.

  • 02

    Errors caught too late

    Defects found at final inspection or customer = expensive rework or returns.

  • 03

    Operator training is inconsistent

    New hires make more errors; no real-time feedback = long learning curve.

  • 04

    High rework costs

    Each assembly error triggers disassembly, re-training, re-assembly — expensive cycle.

Barcode + parts
Hose and bracket detected after a barcode scan, with a checklist of required parts

How AI Assembly Guidance Works

Real-time operator guidance

Camera views operator’s workspace — AI monitors every assembly step in real-time

Real-time guidance via screen/audio — alerts operator to errors before moving to next step

Verifies placement, orientation, torque — ensures every step is done correctly

Tracks operator performance — identifies training needs; improves over time

Expected Results

Assembly accuracy
>98%
Assembly accuracy
Monthly savings (typical)
€3-8k
Monthly savings (typical)
Deployment time
1 day
Deployment time

Real-World Example

Medical Device Manufacturer (Germany)

“Our complex surgical tool assemblies had a 5% defect rate. Operators needed 2 weeks training to become proficient. AI copilot reduced training time to 3 days and cut defect rate to <0.5%."

Engineering Manager, 500+ assemblies/day

Free feasibility test

Test Assembly Verification on Your Process

Send us documentation or video of your assembly process. We’ll design a custom guidance system and test it with your team.

parts or photos
20
parts or photos
days to results
5-7
days to results
no commitment
€0
no commitment
FAQ

Frequently Asked Questions

Another question? Call us on +39 049 825 6850 or email info@logirobotix.com.

Does the system slow down operators?
No. Most operators work faster with AI guidance because they don’t second-guess themselves or make repeated mistakes.
Can it handle complex, multi-step assemblies?
Yes. We program it for the full assembly sequence, step-by-step. Works with 5 steps or 50 steps.
What if an operator makes a mistake?
AI alerts them immediately and shows the correct procedure. No part progresses with an error; corrective action required first.
Can it integrate with our production tracking?
Yes. Can log which operator, when, which steps, any errors — full traceability for your production system.
What’s the cost?
Quality Control plan €1,800/mo or Custom pricing for complex setups. Savings typically €3-8k/mo in reduced rework and labour.

Trusted on production lines at

  • thyssenkrupp
  • Alcantara
  • Colombini Casa
  • Vellardi
  • Getcoo
  • MTG