The Department of Defense, specifically the Navy, is seeking innovative solutions through the SBIR program for a context-aware data stream pre-processor designed for time-sensitive applications. The objective is to develop a self-learning pre-processing solution that can efficiently manage high throughput Radio Frequency (RF) data streams, distinguishing high-value inputs while optimizing resource allocation under constraints such as storage, compute power, and latency. This technology is crucial for applications requiring rapid data processing, particularly in fields like signal processing for wireless networks and autonomous vehicle sensing. Interested parties should note that the solicitation is currently closed, with the next phase opening on May 15, 2024, and applications due by June 12, 2024. For more details, visit the official SBIR website at https://www.dodsbirsttr.mil/topics-app/.