Featuring insights from executives of cynapse.ai:
![]() |
Gadi Piran US COO |
![]() |
Douglas Miorandi Senior VP, Market Development, US |
Spotlight #3 – The Operational Limitations of Legacy Video Analytics
Many agencies know this problem firsthand: legacy video analytics systems that generate so many false alarms on incident detection and traffic monitoring, operators eventually stop trusting them.
The key point here is that this isn’t a training or staffing problem, it’s a technology limitation. No amount of operator attention or diligence can compensate for a system that can’t distinguish a real incident from noise. Alert fatigue sets in, and alerts that should trigger action get ignored instead.
That’s the direct setup for what Agentic AI is built to solve: dramatically fewer false positives, and alerts operators can actually act on with confidence.
Watch the full episode and explore the rest of the series here: TTC Podcast – Intelligent Transportation Systems

