UX Design & Research · Hardware · IoT · Bellwether Coffee

47% error rate.
$70K machine.
We got it to zero.

A $70k commercial roaster shouldn't require a manual. I designed the connected experience that made it feel like second nature.

UX Design & Research
iOS + Hardware
IoT / Connected Devices
Bellwether Coffee
Bellwether IoT app — roaster profile and monitoring view

Hardware that needed a digital nervous system

Bellwether Coffee makes the world's first commercial-grade ventless electric coffee roaster. Their customers range from independent cafés to enterprise coffee programs, all of whom need remote visibility into their roaster's status, performance, and maintenance needs.

I led UX research and design for the IoT companion experience: the mobile and web surfaces that connect operators to their hardware in real time.

Operators flying blind between roasts

Without a connected interface, operators had no visibility into their roaster's status unless they were physically in the room. Issues went undetected until they caused a failed batch or a service call. Remote management of multi-location deployments was impossible.

The hardware was sophisticated. The software layer hadn't caught up, and operators were losing trust in the machine because they couldn't see what it was doing.

Research-led, hardware-honest

Field research: Visited roasting operations across California: cafés, roasteries, corporate campuses. Interviewed operators about their mental model of the machine and what anxieties they had about unattended operation.

Information architecture: Mapped all hardware data streams to operator needs. Separated "at a glance" status from "diagnostic detail." Most operators needed the former; only technicians needed the latter.

Alert design: Designed a notification system that was opinionated about severity. The biggest failure of the old system was alert fatigue. Everything felt urgent, so nothing did. We introduced three tiers with distinct visual and haptic treatments.

Dark mode UI: The roasting environment is often dimly lit. Designed the entire interface with a dark-first approach, tested under ambient roastery conditions to ensure legibility.

Visibility that built confidence

60%
reduction in "is the roaster okay?" support tickets
increase in proactive maintenance actions taken by operators
4.8★
operator satisfaction rating in post-launch survey
6
products shipped across web, mobile, iOS, and native platforms

What I learned

Designing for hardware means accepting that the software is always secondary to the physical experience. The most important design decision I made was choosing what NOT to show. Operators didn't need all the data the roaster generated. They needed confidence that everything was fine, with clear escalation when it wasn't. Calm software makes for better coffee.

The full roast cycle, from bean selection to completion.