Dec. 18, 2025Defense & Intelligence, Innovation3 min read

Vantor Builds AI-Powered Kestrel Platform for DHS Resulting in the Seizure of $81M Worth of Narcotics

Kestrel graphic_Square.png
Vantor-built advanced software platform supports Department of Homeland Security in processing terabytes of data daily—detecting threats in seconds and increasing suspect activity detection by 500% 

There are up to 200,000 aircraft and vessels moving through U.S. airspace and waters at any given moment. For watch officers at the Department of Homeland Security's Customs and Border Protection (CBP) Air and Maritime Operations Center (AMOC), identifying threats in that data flood had become increasingly complex.

A 500% Leap in Threat Detection—Powered by Vantor 

To address this challenge, DHS Science and Technology Directorate (S&T) contracted Vantor to build a custom software solution called Kestrel—an advanced platform that uses artificial intelligence to sift through hundreds of thousands of signals and serve as an intelligence radar assistant.

For over 25 years, Vantor has supported U.S. government missions with groundbreaking spatial intelligence. Kestrel represents the next frontier of that legacy, transforming massive raw data streams into actionable insight for operators who need to make timely decisions.

Kestrel continuously monitors aircraft and maritime vessels in the U.S. region and immediately alerts AMOC operators when activity appears suspicious based on geographical and kinematic metadata associated with a track.

The results speak for themselves. In fiscal year 2023, Kestrel drove a 500% increase in suspect activity detection, helping to call attention to suspicious activity leading to major drug interdictions and the seizure of $81 million worth of narcotics for U.S. Customs and Border Protection, according to the Department of Homeland Security.

The Ten-Second Challenge 

Monitoring multiple tracks meant processing five to ten terabytes of streaming data daily which needed to happen fast, so that alerts are sent back in a timely manner for action to be taken. To help AMOC, Vantor architected a platform that could support processing large amounts of data while keeping the latency under ten seconds. Vantor engineered Kestrel to solve this problem through three core capabilities:

  • Data Integration: Fuses data from government and open-source feeds across air and maritime domains for a unified operational picture
  • Spatiotemporal Analytics: Custom Vantor-built algorithms evaluate how objects move through space and time and enrich it with context to pinpoint suspicious patterns
  • Automated Alerting: Alerts appear directly on watch officers' existing operational screens—no additional monitors required

Kestrel eliminated a long-standing trade off in border security—choosing between comprehensive monitoring or rapid threat detection. More data meant slower processing. Faster alerts meant narrower coverage. With Vantor’s design, operators no longer have to sacrifice one for the other.

The Vantor team implemented a multi-tenant development environment that allows other developers, data scientists, engineers, and mission partners to safely prototype analytics on live data. This research and development ecosystem ensures new capabilities deploy correctly on launch.

Intelligence Architecture for Tomorrow 

Kestrel’s multi-domain architecture is designed to create room for what comes next. Today it monitors and analyzes aviation and maritime activities. Tomorrow Kestrel could expand across land and cyber domains—potentially tracking movement across physical and digital environments.

Vantor is not only supporting today's border-security mission. We’re expanding our capabilities to meet evolving threats with a flexible software platform that can expand the multi-source datasets to include land and cyber domains.

Achieve total clarity from space to ground

See how Vantor can help you take advantage of the most advanced spatial intelligence for unparalleled insight into our dynamic world and to power your autonomous systems across space, air, and ground.

Get in Touch