The Department of Defense, specifically the Army, is seeking innovative small businesses to develop novel AI techniques for analyzing vast datasets under the SBIR program titled "Novel AI Techniques for Insights in Various Environments (NATIVE)." The objective is to create advanced AI technologies capable of efficiently processing and analyzing terabytes of data to detect anomalies and uncover patterns, thereby enhancing decision-making and operational effectiveness. This initiative is crucial as organizations face challenges in managing complex data from various sources, which can lead to missed opportunities and risks. Interested firms can submit Direct to Phase II proposals for funding up to $2,000,000 over an 18-month period, with the application deadline set for August 20, 2025. For more details, please refer to the solicitation at https://www.sbir.gov/topics/11774.