HP Monitors 100 Million Devices Using AI To Build Software Revenue

The Common Question

How can hardware companies use device data to create new AI revenue streams?

The Lesson in This Case

HP's AI-driven telemetry platform now monitors more than 100 million connected devices, turning hardware data into a recurring software and services revenue stream that did not exist before. The engine works because HP owns the endpoint – every printer, PC, and peripheral feeds behavioral data back into models that predict failures, automate support, and surface upsell opportunities before a customer thinks to ask. Senior leaders should note that the competitive advantage here came from treating existing hardware infrastructure as a data asset first, and building the AI layer second – not the other way around.

Originally reported by Forbes. Read the full story here.