A NATO-backed startup has adapted Small AI models to operate on drones, giving them the ability to autonomously identify and attack battlefield targets. The technology marks a pivotal integration of machine learning into real-time combat operations, reducing reliance on remote human control.

What You Need to Know

Scaleout Systems, founded by Uppsala University researchers, initially built machine learning systems for commercial trucks. After Russia's full-scale invasion of Ukraine in 2022, the company pivoted to defense. Its software runs Small AI models directly on drone hardware, enabling decisions without cloud connectivity.

Why This Matters

The ability to run Small AI on drones transforms how militaries conduct surveillance and strikes. Speed becomes decisive: a drone can process sensor data and act without waiting for human authorization. This autonomy could reduce response times from minutes to seconds. For NATO allies, it offers a tactical edge. The technology, however, raises profound questions about accountability when machines make lethal decisions.

How Scaleout Systems Pivoted to Defense

Founded in 2018, Scaleout Systems focused on deploying machine learning on edge devices in commercial vehicles. The founders saw an opportunity after Russia's invasion of Ukraine. "We realized that this technology can be very important to operationalize edge data and sensor data for machine learning," said Andreas Hellander, CEO. The company now works with NATO to integrate its systems into drones for reconnaissance and attack missions.

  • Edge processing: AI models run on drone hardware, eliminating reliance on remote servers.
  • Real-time decisions: The system can identify targets and execute attacks without external commands.
  • Adaptable deployment: The software scales across different drone platforms and mission types.

Implications for Future Conflicts

The deployment of Small AI on drones signals a new phase in warfare where machine autonomy plays a central role. As other nations develop similar systems, the nature of conflict may change. The war in Ukraine has already demonstrated the effectiveness of drones; adding autonomy could accelerate that trend. Scaleout Systems is positioned at the forefront of this shift, backed by NATO and driven by real-world battlefield demands.