01 / Custom quality management application
Scrap Control
Paper declarations and repeated entry made scrap decisions difficult to follow. The application connects the operator's report to a clear Quality decision inside the existing WMS process.
- Who uses it
- Production operators, Quality reviewers and administrators.
- My role
- Founder & Solution Lead — process analysis, requirements, application design and delivery, with AI-assisted development, human review and testing.
Operator → guided declaration
The operator signs in, scans the material and reports quantity and defect. The declaration enters the Quality queue with the context needed for review.

Quality review → explicit decision
Quality checks the declaration, confirms or corrects the quantity and approves or rejects with a reason. Responsibility stays visible throughout the handoff.

Decision → history and analysis
The recorded outcome can be traced back to the declaration. Analysis by cause, item and operator helps the team investigate recurring issues.

What the flow delivers
A declaration keeps its owner, quantities, reason and decision together. Teams can reconstruct the history and analyse recurring causes.
Scope of this demonstration
Synthetic demonstration of an application designed for an internal company network. Integration with a new client's WMS requires a separate assessment.





