3379: How MachineQ, a Comcast Company, is Powering the Future of IoT

In this episode of Tech Talks Daily, I speak with Steve Corbesero, Jr., Senior Director of Products and Solutions at MachineQ, a Comcast Company, about the findings from their new Lab of the Future survey. Conducted with Censuswide, the study gathered insights from more than 400 U.S.-based lab professionals, revealing both the opportunities and persistent pain points shaping modern laboratory operations.

Steve unpacks why nearly 60% of labs still face unplanned downtime from equipment failures, missed calibration schedules, and asset location issues. We discuss how manual monitoring remains the norm for over half of labs surveyed, and why 14% have no monitoring system in place at all. Despite these challenges, there’s a clear appetite for change, with 85% planning to adopt IoT solutions and 87% intending to integrate AI and machine learning into their workflows over the next two years.

Our conversation explores the operational impact of disconnected systems, the risks of relying on spreadsheets, and the role of real-time monitoring in preventing costly disruptions. Steve shares practical examples of how IoT and AI are already helping labs shift from reactive to proactive management, from anomaly detection that reduces alert fatigue to intelligent data summaries that give lab managers actionable insights without hours of manual analysis.

We also talk about the barriers holding some labs back from adoption, including pilot purgatory, budget constraints, and integration challenges. Steve offers his perspective on how future-ready labs will differentiate themselves—by embracing connected infrastructure, unifying data, and embedding AI into both scientific and operational workflows.

If you want to understand what’s really happening inside modern labs, and how emerging technology can transform efficiency, productivity, and innovation, this episode offers a clear, data-backed view of the road ahead.