How City of Poughkeepsie Uses Samsara AI Dash Cams to Cut Accidents 25%

The City of Poughkeepsie operates one of the more demanding municipal fleets in New York State. Its Public Works Department—responsible for sanitation, snow removal, infrastructure maintenance, and emergency response—runs more than 100 vehicles including heavy dump trucks, mowers, boom lifts, and snow plows. With 60 employees serving 30,000 residents, operational efficiency and driver safety are non-negotiable.

Before Samsara, the City had no way to reconstruct what happened during accidents or to verify service delivery. Residents frequently called to report that streets had not been salted or trash had been missed, and the Department had no data to confirm or dispute those claims. When accidents occurred, the City could not determine fault, making the risk profile of their fleet difficult to manage. As City Administrator Joseph Donat put it, the team wanted “a more granular understanding of why we were having accidents and how to prevent them.”

The City piloted Samsara with 25 vehicles, completing implementation in a single week thanks to the platform’s straightforward setup. They then rolled out devices across the fleet as vehicles came in for routine servicing—installing 180 units in total. Samsara AI Dash Cams now provide real-time in-cab alerts and video footage used for driver coaching. Samsara Asset Tag lets the Department locate specialized equipment worth approximately $200,000 at any time. Samsara Fleet Telematics gives managers visibility into maintenance needs and vehicle health before problems escalate.

In the four months before Samsara, the City recorded 12 accidents—none of which could be disputed for lack of evidence. In the same period after deployment, accidents fell by 25%, and video footage allowed the City to exonerate drivers in at least one major incident. Beyond safety, the Department caught a vehicle flagged for expensive outside repair and brought the work in-house, reducing cost from $10,000 to $2,000. Managers now review asset locations several times per week, compared to only when a claim was filed.

The combination of safety coaching, asset visibility, and proactive maintenance represents a meaningful shift in how the City runs its operations. Commissioner of Public Works Christopher Gent noted that the Dash Cams are used as a coaching tool rather than a disciplinary one—creating a feedback loop between footage review and safety culture. The platform has also given the City defensible proof of service delivery, directly improving resident relations. As other municipalities face pressure to do more with smaller teams, Poughkeepsie’s experience demonstrates that AI-enabled fleet oversight can pay for itself quickly in reduced accident costs and eliminated vendor repair markups.