Box lens
Review a moving-box photograph with proposed item labels and a Confirm inventory button.
Back to work
- Moving organizer
- AI mobile concept
Nestparcel
A moving companion that makes boxes searchable and turns household notes into an editable packing plan.
Designed around4 AI workflows
Project overview
Nestparcel explores moving organizer through a mobile experience built around a box-scanning screen with room-based inventory tabs. A moving companion that makes boxes searchable and turns household notes into an editable packing plan. The proposed journey connects box lens, find my things, move plan, household handoff. Four original phone showcases establish the visual direction, while the case study defines the supporting feature set and a proposed React Native architecture.
The challenge
Moving households need to recover item locations from photos and notes while retaining control over labels and shared checklists. On a phone, the person also needs to capture information quickly, understand where an answer came from and return to the original material without navigating through a dense desktop interface.
- Keep box lens and find my things connected within a short mobile flow.
- Make inventory extraction correctable when the model misreads the input.
- Explain task decomposition through visible references or user-selected preferences.
- Keep changes, sharing and data retention under explicit user control.
Our solution
The design begins with a box-scanning screen with room-based inventory tabs, using large touch targets, short task sequences and contextual sheets. Draft item names from packing photographs for review. Find a saved object using a phrase, photograph or room clue. The companion views keep drafts, original material and accepted decisions distinct. A orange, paper white and midnight visual system gives this app its own character within the collection.
- Draft item names from packing photographs for review.
- Find a saved object using a phrase, photograph or room clue.
- Break a moving brief into editable packing tasks.
- Flag similar item entries before merging them.
Key features
Inside the platform
Know what is in the box before opening it.
Original mobile interface concepts with fictional content. AI responses illustrate proposed interactions; they are not live model results.
Proposed technology stack
Proposed iOS & Android architecture using React Native and TypeScript. AI processing, storage and synchronization are design proposals for this concept, not integrations implemented by this portfolio.
- React Native
- TypeScript
- SQLite
- AI retrieval
The results
The concept defines four mobile views, four AI workflows and twelve feature areas. The next validation would ask a user to complete box lens, inspect the proposed find my things output and correct an intentional extraction or suggestion error. Evaluation would focus on source traceability, correction effort and task completion. No usability study or business-impact measurement is claimed.
4Original mobile showcase views
4Proposed AI workflows
12Designed feature areas
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