Our mission is to democratize geopolitical analysis through open-source artificial intelligence. We develop transparent, collaborative AI/ML tools—beginning with overhead imagery analysis of military equipment damage—and continuously expand into new areas of global security and risk assessment. By keeping our work free and open, we aim to support a global community dedicated to evidence‑based insight, ethical technology, and public understanding.

Aerial Observer is an open‑source AI project that helps people better understand events in conflict zones by analyzing overhead images such as satellite and aerial photographs. It focuses on identifying Russian military vehicles and estimating whether they appear intact, damaged, or destroyed, helping make complex imagery easier to interpret. By turning large volumes of visual data into clear, structured information, Aerial Observer supports informed discussion and independent analysis without requiring technical expertise. The project is completely free and open source, allowing anyone to review how it works, contribute improvements, or adapt it for new purposes. Designed with transparency and responsibility in mind, Aerial Observer provides supportive insights rather than conclusions, encouraging careful, ethical analysis. As it grows, the project aims to expand into additional areas of geopolitical and security research while remaining accessible to a global community.

The Aerial Observer API provides free, open access to the project’s core analytical capabilities, allowing users to integrate vehicle identification and damage assessment directly into their own workflows. The API makes it possible to submit overhead imagery and receive structured, machine‑readable results without requiring deep expertise in AI or image analysis. Designed for accessibility and transparency, it enables researchers, journalists, developers, and organizations to build custom tools, perform independent analysis, or validate findings using a common, open foundation. All API functionality is offered at no cost, reflecting the project’s commitment to keeping advanced analytical tools publicly available. As with the rest of Aerial Observer, the API is open source, allowing users to understand how results are produced and to contribute improvements. Through this free and open interface, we aim to support a growing community focused on responsible, evidence‑based geopolitical analysis.
Contact us! we understand some of the best ideas happen afterhours, so strike while the iron is hot.
Mon | 09:00 am – 05:00 pm | |
Tue | 09:00 am – 05:00 pm | |
Wed | 09:00 am – 05:00 pm | |
Thu | 09:00 am – 05:00 pm | |
Fri | 09:00 am – 05:00 pm | |
Sat | Closed | |
Sun | Closed |
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