Following our recent campaign at Deutsches Forschungszentrum für Künstliche Intelligenz GmbH (DFKI), we’re excited to share an early look at how our hyperspectral data products can support the verification phase in Unexploded Ordnance (UXO) and Mine Countermeasures (MCM) operations.

Large-area mapping systems, such as sonar, LiDAR, and MBES, play a crucial role in detecting potential threats and anomalies on the seafloor. However, confirming what these contacts actually are often relies on close-up inspections with ROV-mounted cameras. This verification step is typically the most time-consuming and resource-heavy part of the process.

Our latest results show how spectral intelligence can add value during this stage. By highlighting features such as corrosion patterns (see example below), sediment colour changes, or benthic cyanobacterial mats, hyperspectral imaging can offer additional clues that help narrow down which targets warrant immediate attention. The goal is to give operators more context so they can focus on real threats rather than benign objects.

Our mission is to deliver data layers that make missions faster, safer and more cost-effective across defence and dual-use applications.