The Department of Defense, specifically the Army, is seeking innovative small businesses to develop novel AI techniques for processing and analyzing large datasets under the SBIR program, titled "Novel AI Techniques for Insights in Various Environments (NATIVE)." The objective is to create AI technologies capable of efficiently detecting anomalies and patterns in diverse data sources, which is crucial for enhancing decision-making and operational effectiveness in various sectors. This opportunity includes a Direct to Phase II proposal option with funding up to $2,000,000 for an 18-month performance period, with proposals due by July 9, 2025. Interested firms must first participate in the xTechIgnite prize competition to qualify for submission, and further details can be found at the provided source link.