Mobile App Hub
Sensor-fusion activity understanding
Enables safer interactions, fewer taps, and context-aware experiences while users are moving.
Motion + Sensors
What this unlocks
Combine accelerometer, gyroscope, and motion APIs to infer activity transitions and adapt the UI in real time.
Constraint to design around
Always provide manual override so users can control mode switching.
Use cases
Where this can create a product edge
Use these patterns to shape concrete jobs-to-be-done, not just technical demos.
Drive-safe interface mode
Sensor-fusion activity understanding can reduce friction and increase confidence in this scenario.
Fitness journey segmentation
Sensor-fusion activity understanding can reduce friction and increase confidence in this scenario.
Field worker hands-busy flows
Sensor-fusion activity understanding can reduce friction and increase confidence in this scenario.
Implementation notes
Practical shipping guidance
Technical capability only becomes product value when the edge cases are designed intentionally.
Shipping note
Prioritize coarse states (walking, stationary, driving) over fragile micro-classifications.
Shipping note
Gracefully degrade when sensor permissions are declined.
Shipping note
Throttle updates to avoid unnecessary render churn.
More capabilities
Related mobile app opportunities
Explore adjacent capabilities that can compound with this one.
Automation
Background geofencing automations
Trigger quiet workflows when users enter or leave a location, like surfacing relevant passes, forms, or routines.
Open Background geofencing automationsReliability
Offline queue + deferred sync
Allow users to complete complex flows offline, queue writes locally, then reconcile safely when connectivity returns.
Open Offline queue + deferred sync