The solution worked because it connected speed, feedback, analytics, and ongoing delivery instead of treating them as separate product tasks.

WorkedDid not

Development path

30–50% faster¹

IoT Hub build¹

Brewer onboarding

One to two months¹

Longer build effort¹

Product feedback

Near real time¹

No connected feedback¹

Post-launch change

Over-the-air updates¹

No deployed-device enhancement path¹

Azure IoT Central provided the foundation for the connected brewer and helped reduce development time by 30–50 percent compared with building on IoT Hub. ¹ Developers could bring a new brewer onto the platform within one to two months. ¹ That made the analytics capability more reusable across product work.

The broader solution came from combining device data with companion mobile apps, data export, and over-the-air delivery. Connected brewers enabled near real-time user feedback, while data export integrated internal and external systems for richer analytics. ¹ The same connected foundation then supported improvements after deployment. ¹

Connected Keurig brewers generated real-world usage insight enabling faster product improvements