Real-Time Operations
AI Prototyping
Spatial UX
Spatial
Managing 150 rooms without ever seeing them. devicethread's IoT backend tracked millions of signals from hotel locks, sensors, and thermostats, but buried every critical alert in endless spreadsheets. As a UX Designer, I replaced the lists with a spatial, map-based command center. The result: failure detection 90% faster, 100% remote resolution, and staff fully fluent on day one.
Industry
PropTech.
Year
2026
Timeline
2.5 months
Managing 150 rooms without ever seeing them. Critical hardware issues were buried inside paginated spreadsheets, making them impossible to visualize quickly (data blind spots). Resolving a single alert meant jumping across four different screens and tabs, wasting valuable time during live incidents (operational friction). And without spatial or contextual cues, staff couldn't quickly tell a critical failure from a minor warning, causing delayed responses and unnecessary stress.
We moved from the industry-standard list view to a spatial-first architecture. A spreadsheet can't tell you that the leak in Room 304 sits right next to the electrical fault in Room 305; a floor plan can. By mapping digital alerts onto physical floor plans, we gave staff instant situational awareness. We then embedded direct controls into the map itself, turning a passive dashboard into a live switchboard where a single click unlocks a door or resolves a ticket.
Success was measured in seconds saved. Replacing paginated lists with a spatial map cut critical-failure detection time from minutes to seconds, a 90% faster detection rate. Mobile admin tools enabled 100% remote resolution, letting staff fix physical issues independently without radioing the front desk. And the consumer-grade UI killed the learning curve entirely: non-technical maintenance staff mastered the system in their first shift, with no lengthy training workshops required.
