Scalable Platform for Enterprise Engineering and Deployment towards Mathematics for the Discovery of Algorithms and Architectures (SPEED DIAL)

The DARPA SPEED DIAL initiative aims to transform cutting-edge AI-driven algorithm discovery from isolated research breakthroughs into accessible, enterprise-grade tools integrated into everyday scientific and engineering workflows. Building on prior successes where AI systems autonomously rediscovered foundational algorithms like the Kalman Filter and Wavelets, this program seeks to bridge the gap between theoretical innovation and practical deployment by creating a scalable platform that enables domain experts—such as engineers and physicists—to collaborate directly with algorithm discovery engines in real time. The goal is to empower users to generate optimized, context-specific algorithms on-demand, tailored to their unique constraints, thereby accelerating discovery and reducing reliance on manual design processes. This effort emphasizes a symbiotic partnership between academic institutions, which possess deep expertise in AI-driven algorithmic discovery, and U.S. industrial entities that represent the operational needs of the national engineering base. The framework will embed these discovery engines directly into standard development pipelines, allowing algorithms to be not just found but refined, validated, and deployed within existing enterprise systems. As a Small Business Set-Aside solicitation under the SBIR/STTR mandate, the program is structured to prioritize innovation from small businesses with fewer than 500 employees, ensuring broad participation and fostering a competitive ecosystem for next-generation algorithmic automation. The platform will serve as a national infrastructure for advancing mathematical discovery, enabling transformative progress across defense, aerospace, energy, and other critical sectors.