Acoem Showcased new AI Model and On-Premises Cadence Software for its ATD Gunshot Detection System at GSX 2025

Grants Pass, Ore.–Acoem, a global developer of advanced physical security solutions, showcased updates to its ATD gunshot detection technology, and a new on-premises option for its Cadence software during the GSX 2025 show.

Unlike legacy systems that depend on multiple sensors or remote servers, the Acoem ATD System conducts detection and classification directly on the edge. With ATD technology, PTZ cameras can immediately slew to the source of gunfire, giving first responders and security teams real-time situational awareness and captured evidence. The company asserts that its system is more cost-effective than infrastructure-heavy multi-sensor systems.

“A recent example involved a gunshot sensor installed near a baseball field. The Acoem team was able to register the crack of the bat against the baseball with the neural net to ensure a home run is never interpreted as a gunshot, even though the sounds share very similar characteristics,” says Timothy English, managing director for Acoem.

Acoem ATD System AI Technologies Developed Through Decades of Research

The Acoem ATD-300 Sensor is receiving its most advanced neural net update to date the company points out. The latest version of the AI model is built on a library of hundreds of thousands of qualified sounds collected over three decades, with up to 15,000 new sounds added monthly from live deployments. Acoem’s engineering team, together with end-users through Cadence, continually validates and classifies noise events to refine detection. This evolving, multi-modal approach is designed to drive false positives toward zero while preserving unmatched accuracy in complex environments. In addition to these regular updates, the ATD AI engine can be custom tuned for each deployment, learning and rejecting nuisance sounds unique to each individual environment.

On-Premises Cadence Software for ATD

Acoem also previewed an on-premises version of its Cadence software. Until now, the company explains, Cadence software has been operated only as a cloud-based platform. For mission-critical environments such as utilities, government, and remote facilities, where outside internet connections are restricted for cybersecurity reasons, the new option will allow the software to run entirely inside an organization’s own network.

The company suggests the Cadence software provides security teams with a single platform to easily manage ATD deployments. Acoem says the software streamlines ATD-300 sensor setup and alarm notifications, and it verifies alerts with live audio clips for optional human validation through integrated VMS systems. It also handles all management and updates while monitoring sensor health. Unlike other platforms that centralize control, Acoem emphasizes that Cadence gives organizations direct autonomy to monitor sensors, validate alerts, and manage deployments in real time. Users can customize views around high-risk “hot spots,” and even contribute site-specific sound validations that strengthen the AI model over time using the product.

“Security leaders are demanding both greater accuracy and greater deployment flexibility,” adds English. “With the new AI model, we’re raising the bar yet again on false positive rejection, and with on-premises Cadence software, we’re removing barriers for critical infrastructure sites that require closed-loop operations.”

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The post Acoem Showcased new AI Model and On-Premises Cadence Software for its ATD Gunshot Detection System at GSX 2025 appeared first on Security Sales & Integration.



from Security Sales & Integration https://www.securitysales.com/news/acoem-showcased-new-ai-model-and-on-premises-cadence-software-for-its-atd-gunshot-detection-system-at-gsx-2025acoem-showcased-new-ai-model-and-on-premises-cadence-software-for-atd-gunshot-detection-sy/614583/
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