A US startup turns 500,000 hours of Ukraine drone war footage into AI training data
Enabled Intelligence has packaged more than 500,000 hours of real Ukraine combat drone video into a ready-to-train dataset, now open to US, Ukrainian and NATO users.
Enabled Intelligence has packaged more than 500,000 hours of real Ukraine combat drone video into a ready-to-train dataset, now open to US, Ukrainian and NATO users.
A Virginia data-labeling startup has packaged more than 500,000 hours of drone footage from the war in Ukraine into a ready-to-train AI dataset, its first Ukraine combat video, founder and chief executive Peter Kant told DefenseScoop.
The footage is pre-labeled and validated across aerial object detection, vehicle classification and ground activity, the company, Enabled Intelligence, says, spanning electro-optical, radar, infrared and foreign-language audio. It is available now to approved users in the US, Ukraine and NATO member states, Kyiv Post wrote. Kant would not say where the video came from.
Kant said systems that let drones recognize and strike targets on their own are only as good as their training data, and that no simulation reproduces the weather, terrain and unpredictability of the front. Ukraine has produced more drone footage than any conflict in history, he added, and the work that makes it usable is the labeling.
Enabled Intelligence won a seven-year National Geospatial-Intelligence Agency contract worth up to $708 million last year, beating the larger Scale AI, for what Breaking Defense reported is the government's biggest AI data-labeling job. That work feeds the Pentagon's Maven targeting program.
Kyiv runs its own Palantir-backed platform to train interceptors against Shahed drones inside Ukraine. The Enabled Intelligence dataset puts a labeled slice of the same war in the hands of US and allied developers through a commercial vendor.
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Subscribe Free →Kant disclosed neither the company's current defense customers nor the origin of the video, leaving open who agreed to feed a NATO-wide training set.
Frequently Asked Questions
What did Enabled Intelligence release?
The Virginia startup added more than 500,000 hours of Ukraine combat drone footage to its EView dataset library, pre-labeled and ready for AI model training, CEO Peter Kant told DefenseScoop.
Who can use the data?
Kant said the collection is available now to approved users working in the US, Ukraine and NATO member states, according to DefenseScoop and Kyiv Post.
Why does real combat footage matter for AI?
Kant told DefenseScoop that systems which let drones autonomously recognize and strike targets perform only as well as their training data, and that real footage captures weather, terrain and unpredictable conditions a simulation cannot replicate.
How big is Enabled Intelligence in defense AI?
The National Geospatial-Intelligence Agency awarded the firm a seven-year contract worth up to $708 million in 2025 for data labeling, beating Scale AI, in what Breaking Defense calls the government's largest AI data-labeling effort, tied to the Maven program.
Where did the Ukraine footage come from?
Kant did not disclose the sources of the full-motion video or the company's current defense customers, DefenseScoop reported.
AI-generated summary, reviewed by an editor. More on our AI guidelines.
Marcus Schuler
Marcus Schuler edits BattlePolicy, a daily defense-technology brief connecting the companies and capabilities behind modern war to the contest among Europe, the US, Russia, and China.