Sensor data
Bring readings from a compact wearable product into a clear mobile experience.
Case studies / Healthcare IoT
Designing a connected healthcare IoT experience for a smart mask
Mitroz helped shape a mobile product for Calibre that connects with a wearable device and translates live health signals into a clearer experience for everyday users.
Wearable healthcare product Calibre smart-mask app
ProductConnected smart mask IndustryHealthcare IoT ExperienceMobile application EngagementProduct engineering
The opportunity
Make wearable data understandable at the moment it matters
Calibre's founders were exploring a connected smart-mask product and needed a technology partner able to think beyond a set of mobile screens. The experience had to make a wearable device useful: connect it, interpret incoming signals, and guide users through live sessions.
Mitroz supported the product direction and shaped a mobile application around clear status, health indicators, and actionable feedback.
Product evidence
Real product screens from device connection to live health insights
The product experience brings device status, workout guidance, and wearable signals into a focused mobile interface. Each screen helps the user understand what is connected, what is happening, and what to do next.
Engineering focus 01 02 03 04
Product decisions shaped around the realities of wearable IoT
The interface needed to feel simple while the underlying product handled connectivity, changing data, and continuous-use expectations.
Continuous use
Design around device connectivity, power-management considerations, and ongoing data capture.
Health insights
Turn live respiratory, metabolic, and environmental signals into useful feedback for users.
Product direction
Support the founders with technology choices from early product thinking toward launch.
Connected product surface
A mobile application that keeps the device experience coherent
Rather than presenting raw signals, the app organizes the information around recognizable user moments: connect, begin, monitor, understand, and review.
01Device connection status02Respiratory insights03Metabolic indicators04Environmental tracking05Workout sessions06User alerts07Account access08Usage guidance
Mitroz contribution
Product thinking alongside software delivery
Clarify the product concept
Translate a connected-device idea into user journeys, system needs, and a practical product direction.
Design for live signals
Organize sensor-driven information into a mobile experience users can understand during active use.
Shape connected workflows
Bring device connection, workout sessions, guidance, and user alerts into one coherent application.
Prepare for product evolution
Create a base that can continue to evolve as the wearable product and its data capabilities mature.
Build a connected product
Discuss your product → Turning a healthcare IoT concept into a clear user experience?
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