A candid conversation on Wi-Fi testing, Multi-Link Operation, IoT interoperability, and where AI fits into wireless validation.

Wi-Fi performance is judged on speed, but speed alone doesn't tell you if a network will hold up in the real world. As Wi-Fi 6E and Wi-Fi 7 introduce wider channels and Multi-Link Operation, the gap between lab throughput numbers and actual user experience is widening and testing has had to evolve just as fast as the standards themselves.

In this episode of HFCL Time Machine, Mr. Sitarama Penumetsa, Chief Technology Officer at Candela Technologies, joins Tushar Nautiyal to unpack what actually defines next-generation Wi-Fi: the metrics beyond throughput, the challenges of validating fragmented IoT ecosystems, and how AI is beginning to reshape wireless testing itself.

• How Wi-Fi validation has evolved from simple WLAN testing to the complexity of certifying Wi-Fi 6E and Wi-Fi 7 devices
• Why Multi-Link Operation and wider channels make modern Wi-Fi networks harder to validate than ever before
• Where the Wi-Fi industry still falls short on interoperability across fragmented IoT devices sensors, cameras, robotics, and handhelds alike
• How AI is starting to reshape the Wi-Fi testing ecosystem, from automated validation to predictive performance analysis
• What's driving young engineering talent into the Wi-Fi testing and validation field today

Tune in for a grounded look at what "next-gen Wi-Fi" really requires beyond the throughput headline.