DataShapes AI

AI-powered signal and waveform intelligence is creating the hyper-enabled operator. Join us at SOF Week in Tampa to learn more as we reinvent what AI can do. If you'll be in Tampa, be sure to stop by booth #341 and reach out to Logan D. Selby, PhD, Joe Edwards, and Kevin Larrabee to get connected. #electronicwarfare #military #ai #tech #artificialintelligence

"One area that we see as really being able to provide value is focusing on the security of that technology — thinking about it through both the lens of the protection of intellectual property but also how we think about defending those models to ensure that they're being used properly."  -United States Air Force Gen. Timothy D. Haugh, commander of the U.S. Cyber Command The security center is used to develop best practices, evaluation methodology, and risk frameworks to promote the secure adoption of new AI capabilities across the national security enterprise and the defense industrial base. Read more here: https://lnkd.in/d36ze8d8 Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #defensetech #edgecomputing

Today marks the anniversary of September 11, 2001—a day that we will remember forever. We pause to honor the lives lost, the courage of first responders, and the resilience of those who persevered in the face of this unspeakable tragedy. In the aftermath of 9/11, we witnessed the strength of communities, the resolve of a nation, and the importance of standing united. While we reflect on the past, it reminds us of our ongoing responsibility to build a safer, more secure world. May we never forget the lessons of this day, and may we continue to work toward a future where unity and compassion prevail. #neverforget

A layered, adaptive electronic warfare (EW) approach is crucial for maintaining dominance in the electromagnetic spectrum. Threats are rapidly evolving and traditional systems that rely on pre-programmed responses can’t keep pace. But by layering capabilities—ranging from passive signal monitoring to adaptive, real-time AI-driven waveform monitoring—military forces can better detect, classify, and counter both conventional and emerging threats. This multi-layered strategy ensures comprehensive coverage and faster response times, protecting people and assets from jamming, surveillance, and other hostile electronic activities. As threats in the spectrum grow more complex, integrating diverse technologies that work in unison will provide a decisive edge. By combining traditional EW tactics with adaptive, cutting-edge AI solutions, military operations can achieve real-time awareness and protect critical assets. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #defensetech #edgecomputing

As industries increasingly embrace advanced technologies, Edge AI is revolutionizing the Electromagnetic Spectrum (EMS) sector. By bringing intelligence closer to data sources, Edge AI is enabling real-time decision-making, enhanced data processing, and reduced latency—critical advantages in sectors such as telecommunications, defense, and autonomous systems. Key growth factors driving this transformation: 🔹 Real-time data processing for rapid signal detection and analysis. 🔹 Improved efficiency in spectrum management and allocation. 🔹 Enhanced security and threat detection capabilities in military applications. 🔹 Powering 5G networks, IoT devices, and next-gen communication systems. With Edge AI, industries in the EMS sector are witnessing faster, smarter, and more secure operations, paving the way for innovation and progress. The future of spectrum management is AI-driven, and the possibilities are limitless! Join our mission and follow us now for more content about AI, defense tech, and innovation.

"Every organization is looking at ways to improve their capability with this new technology. [But] it's not enough to just sprinkle 'AI dust' on everything and expect transformation." -Chairman of the Joint Chiefs of Staff, Gen. Charles Q. Brown As Gen. Brown highlights, sprinkling 'AI dust' is not a strategy. Real, effective solutions for the enterprise require a pragmatic, mission-focused, and scalable approach. This means aligning AI initiatives with specific operational goals, ensuring they enhance decision-making at every level, and investing in infrastructure that allows seamless integration. AI must be treated as an enabler of strategy and tactics, not just a technological add-on. Treating it as such fails to deliver its full potential. AI should be embedded in the core of an organization’s strategy, driving efficiency and innovation from within. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #defensetech #edgecomputing

📡 The electromagnetic spectrum is at the heart of both economic prosperity and national security. From 5G and IoT innovations to military communications and electronic warfare, its impact is everywhere. By leveraging the spectrum, we unlock growth in wireless industries, contribute to GDP, and create jobs. At the same time, we ensure national security with superior strategic, tactical, and intelligence capabilities. DataShapes AI is at the forefront of this industry, leveraging AI to turn RF signals into actionable insights and help drive these critical functions. Join our mission and follow us now for more content about AI, defense tech, and innovation. #ai #technology #artificialintelligence #defensetech #edgecomputing #military #electromagneticspectrum

Join our AI Team! 🚀 We're looking for a mission-driven Data Scientist to help us innovate and expand our hardware-agnostic, Edge AI software solutions suite. We transform RF signals into actionable insights with edge computing—providing real-time alerts, IDs, logs, and more for unmatched situational awareness. If you're passionate about turning data into powerful, immediately usable information, apply now and help us shape the future of electromagnetic spectrum intelligence! Learn more and apply here: https://lnkd.in/e24FbUpk #ai #technology #artificialintelligence #defensetech #edgecomputing

The Army Futures Command hosted Cyber Quest 2024 to test and field innovative technologies that meet the US Army's specific challenges. Here are some of our key takeaways from the event: 𝐓𝐡𝐞 𝐅𝐮𝐭𝐮𝐫𝐞 𝐨𝐟 𝐑𝐅 𝐌𝐚𝐧𝐚𝐠𝐞𝐦𝐞𝐧𝐭 AI is essential for managing the radio frequency spectrum, due to traditional RF library detection and classification methods being outdated. AI can not only continuously learn but also detect and classify new modulation types not present in legacy RF libraries, providing confidence scores for its predictions. 𝐀 𝐒𝐦𝐚𝐫𝐭𝐞𝐫 𝐀𝐩𝐩𝐫𝐨𝐚𝐜𝐡 𝐭𝐨 𝐒𝐢𝐠𝐧𝐚𝐥 𝐃𝐞𝐭𝐞𝐜𝐭𝐢𝐨𝐧 & 𝐂𝐥𝐚𝐬𝐬𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 Machine-learning approaches can enable the detection and learning of new signals, including the identification of multiple competing signals on one frequency. Our solution even properly identified jamming signals, allowing our soldiers to apply effective mitigation techniques in real-time. 𝐁𝐮𝐢𝐥𝐭 𝐟𝐨𝐫 𝐭𝐡𝐞 𝐁𝐚𝐭𝐭𝐥𝐞𝐟𝐢𝐞𝐥𝐝 Low compute requirements and low SWaP (Size, Weight, and Power) are critical for operational missions. Throughout the two-week test event, our technology demonstrated 99% uptime, even in temperatures above 100 degrees, while integrated with various SDRs and CPU platforms for flexible deployment configurations. 𝐒𝐨𝐥𝐝𝐢𝐞𝐫-𝐃𝐫𝐢𝐯𝐞𝐧 𝐅𝐞𝐞𝐝𝐛𝐚𝐜𝐤 Feedback shows that accurate and automated signal classification is a must for enhancing soldier situational awareness and helping ensure their safety in modern environments. The ability to rapidly identify, classify, and respond to signals is necessary, and the test exercises completed at Cyber Quest 2024 have set a new benchmark for electronic warfare technology. We were honored to participate with our Spectrum Intelligence and Edge AI solution (GlobalEdge), which we’ve been developing and refining for years. You can learn more about GlobalEdge here: https://lnkd.in/eY9xFQbb #ai #technology #artificialintelligence #auditableAI #defensetech #edgecomputing #military

"The Observation and Sensing System (OSS) will detect, classify, and identify targets fusing Artificial Intelligence and Machine Learning (AI/ML) to alert security forces of activity and coordinate response force as appropriate... [and] will utilize on-board edge computing" The United States Department of Defense is paying close attention to the Russia-Ukraine War and how important the electromagnetic spectrum has become. Spectrum Intelligence and Edge AI are the next big technological advantage. Read more here: https://lnkd.in/eVRi2BYX #ai #technology #artificialintelligence #auditableAI #edgecomputing #military