Package Inspector HMI
Definition of the product features and design of a new AI-Powered Visual Package Inspector to be fitted to the internal R&D production lines, in order to improve inspection efficiency and efficacy.
Duration: 6 Months from initial user research to visual concept delivery
Role: UX/UI Designer
Tools Used: Figma, Airtable
Step 1 // Research & Discovery
To understand the context of use and collect requirements from the user profiles that will be using the application, both on-field observations and remote interviews were executed. All information was registered in the Airtable Base, for subsequent data processing and analysis.
580
Interview Notes
70
User Stories
73
Product Features
Product features were clustered and prioritized according to the Technical Feasibility, Priority [Nice vs Must Have], and planned release.
Key Insights:
- Single level navigation with quick access to main required product features
- Tool needs to be easy to use for a variety of user profiles (Engineers, Technicians, Supervisors
- AI Training needs to be simplified and guided in order to be able to be performed on the line by any technician
Step 2 // UX High Fidelity Wireframes
Following the understanding of the context, users, use cases and features, we started working on the High Fidelity Wireframes. This approach was chosen as we were working under certain time constraints.
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Dedicated sessions were planned with the Product Owner and Client Team to review and iterate on the flows.
Dashboard displaying information on the current test in execution, and summary insights on the inspected packages.
Report preview in which detailed package measurements, including visual references, can be visualized.
A key features is the possibility to improve the AI-algorythm training by using additional images from the executed inspections.
Step 3 // Pixel Perfect UI Screens
Once the UX Flows had been validated, key-screens were selected to be delivered as pixel perfect UI Screens, in order to convey the overall look and feel of the product. Due to company agreements these screens are not available on this public portfolio.
