Palladyne AI (NASDAQ: PDYN), a U.S.-based defense and industrial technology company commercializing embedded AI, collaborative autonomy, and advanced avionics for defense markets, today announced the issuance of U.S. Patent 12,517,525 B1, titled “Path Creation, Detection and Prediction Using Primitives,” protecting its proprietary Bayesian Program Learning (BPL) framework for intelligent target recognition, autonomous path planning, and real-time behavioral prediction across multiple types of sensors deployed across multi-domain environments (space, air, land, and maritime).
"We believe our patented BPL framework does three things no conventional AI system can match at the edge: it recognizes targets across multiple sensor types without the cloud, it turns a spoken instruction into an optimized robotic motion plan in seconds, and it keeps tracking even when the signal goes dark,” said Denis Garagic, CTO, Co-Founder, and Named Inventor, Palladyne AI.
This patent represents a significant expansion of Palladyne AI’s intellectual property portfolio and strengthens its competitive position across high-value commercial and defense markets covering three distinct capability domains:
- Target Recognition: Detects, classifies, and tracks moving targets across EO, IR, LiDAR, radar, acoustic, and RF sensors: fully on-device, without cloud connectivity.
- Autonomous Path Planning: Converts natural-language commands into optimized motion plans without manual reprogramming which accelerates deployment and reduces task changeover time from hours to minutes in manufacturing, logistics, and field operations.
- Behavioral Prediction & Track Continuity: Predicts target behavior even through sensor dropout, occlusion, or jamming which enables persistent tracking in communications-denied and degraded environments.
“This patent is a direct expression of the long-term value we are building at Palladyne AI,” said Ben Wolff, President and CEO, Palladyne AI. “Our framework is not incremental, it is a fundamentally different approach to machine intelligence. We believe this IP is revolutionary and will compound in value as autonomous systems become central to both defense and industrial customers as they accelerate adoption of trusted, edge-native autonomy.”
For more information on Palladyne AI and its patented technology, please visit https://www.palladyneai.com.
About Palladyne AI
Palladyne AI is a U.S.-based technology company developing patented embodied artificial intelligence, collaborative autonomy solutions, advanced avionics, autonomous systems, advanced UAV engineering services, and precision-manufactured components for defense and industrial markets. Palladyne AI delivers secure, American-developed and operated platforms designed to meet the stringent requirements of U.S. government and public-sector customers, including data sovereignty, security, and compliance.
Palladyne AI’s embodied AI is designed to operate in complex, contested, and high-risk environments, enabling distributed tasking, human-on-the-loop decision-making, degraded-communications resilience, and multi-domain coordination. Its platform-agnostic autonomy stack combines real-time sensor fusion, adaptive AI models, and edge-native orchestration to support autonomous and collaborative systems across air, ground, maritime, and industrial domains where performance, resilience, and trust are paramount. For more information about Palladyne AI, including GuideTech and Palladyne Defense, please visit www.palladyneai.com.
Forward-Looking Statements
This press release contains forward-looking statements within the meaning of the Private Securities Litigation Reform Act of 1995, including statements regarding the impact the patent will have on the company’s competitive position and long-term value, the long-term value of the patent and the related intellectual property and the IP protection afforded by the patent. Generally, statements that are not historical facts, including statements concerning possible or assumed future actions, business strategies, events, or results of operations, are forward-looking statements. These statements may be preceded by, followed by, or include the words “believes,” “estimates,” “expects,” “projects,” “forecasts,” “may,” “will,” “should,” “seeks,” “plans,” “scheduled,” “anticipates,” “intends” or “continue” or similar expressions. Such forward-looking statements involve risks and uncertainties that may cause actual events, results, or performance to differ materially from those indicated by such statements. These forward-looking statements are based on Palladyne AI’s management’s current expectations and beliefs, as well as a number of assumptions concerning future events. However, there can be no assurance that the events, results, or trends identified in these forward-looking statements will occur or be achieved. Forward-looking statements speak only as of the date they are made, and Palladyne AI is not under any obligation and expressly disclaims any obligation, to update, alter or otherwise revise any forward-looking statement, whether as a result of new information, future events, or otherwise, except as required by law.
Readers should carefully review the statements set forth in the reports which Palladyne AI has filed or will file from time to time with the Securities and Exchange Commission (the “SEC”), in particular the risks and uncertainties set forth in the sections of those reports entitled “Risk Factors” and “Cautionary Note Regarding Forward-Looking Statements,” for a description of risks facing Palladyne AI and that could cause actual events, results or performance to differ from those indicated in the forward-looking statements contained herein. The documents filed by Palladyne AI with the SEC may be obtained free of charge at the SEC’s website at www.sec.gov.
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