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Archive for the ‘AI / ML’ Category

Anduril’s Menace-I Brings Petabyte-Scale Processing to the Warfighter at the Tactical Edge

Monday, September 15th, 2025

On August 11, 2025, U.S. Marines sling loaded Anduril’s Menace-I via a CH-53K King Stallion helicopter, demonstrating new levels of mobility for expanded expeditionary mission planning and coordination. From a distance, it looked like any other grey shipping container. In reality, it was a deployable node for planning, coordination, and data processing—equipped with the power, climate control, compute, connectivity, and security of a fixed facility.

Menace-I is a turnkey command, control, compute, communications, cyber, and intelligence, surveillance and reconnaissance (C5ISR) solution accredited for use as both a Sensitive Compartmented Information Facility (SCIF) and a Special Access Program Facility (SAPF). In less than ten minutes after setup, Menace-I is fully operational and supporting missions in forward, contested environments.

The challenge is delivering large quantities of processing power—secure, accredited, and reliable—to the tactical edge. Today, anything involving classified data in a SCIF or SAPF can only be done in fixed facilities or in Temporary Sensitive Compartmented Information Facilities (T-SCIFs) that require a day or more to set up. That timeline doesn’t work for expeditionary forces that maneuver in hours, not days.

Traditional approaches rely on reach-back to distant data centers over SATCOM links that may be degraded or denied in conflict. At the tactical edge, connectivity cannot be assumed, yet forces still require AI, analytics, mission planning, briefing, and debriefing in seconds. Menace-I solves this by bringing the compute with you.

Menace-I delivers a powerful, secure, accredited SCIF/SAPF set of edge nodes wherever forces are operating—enabling classified mission planning, force generation, and battle management at the point of need. What once took a day or more to set up can now be established in under ten minutes. Every Menace-I runs on Lattice, Anduril’s AI-powered software, is powered by Voyager’s rugged edge computing platform, and is connected through Lattice Mesh, our secure networking fabric.

Proven Real-World Mobility Options

The recent sling load operation validated Menace-I as the only fully integrated mission planning solution for fifth-generation aircraft that is transportable by all organic Marine Corps assets: truck, KC-130J Super Hercules, and rotary wing aircraft.

This mobility matters. Expeditionary forces can now reposition a fully accredited planning node as quickly as they maneuver, ensuring secure command centers move in lockstep with the fight. What once required hours of setup or reach-back can now move forward with the unit, giving commanders immediate access to secure facilities wherever the mission takes them.

Petabyte-Scale AI at the Edge

Artificial intelligence, advanced analytics, and cross-domain data processing demand massive compute capacity—rarely available at the tactical edge. To meet this need, in July, Anduril delivered the first Menace-I in a petabyte-scale configuration, powered by Voyager.

The configuration quadruples compute capacity with tens of thousands of cores, brings petabyte-scale storage, and delivers high performance computing (HPC) and graphics processing unit (GPU) acceleration to the edge. It provides the same expeditionary capabilities of Menace-I, scaled to handle AI workloads, data fusion, mission planning, briefing, and debriefing—all without relying on fragile reach-back to distant data centers.

In a D-Day environment where connectivity is uncertain, Menace-I brings the data center with you.

At the heart of Menace-I is Voyager, Anduril’s family of rugged edge communications and computing solutions. Voyager is engineered to withstand extreme environments, electronic attack, and jamming. Its modular design makes it easily adaptable to different mission needs.

Voyager is deployed in austere environments worldwide, trusted by thousands of customers, and is the preferred solution for rugged computing for militaries and special operations forces.

Cross-Domain Operations with Everfox

Conflicts are contested across land, air, sea, space, and cyber. Winning requires seamless data movement across classification levels.

Voyager is now the preferred edge server hardware platform for Everfox’s cross-domain solutions, enabling enterprise-grade data transfer between classification levels in expeditionary environments. This partnership ensures that forces operating at the tactical edge can move intelligence across domains and networks without sacrificing security or speed. Imagery, targeting data, and mission plans can flow seamlessly from unclassified to classified environments—and back—enabling faster, more informed decisions in contested battlespaces.

Everfox, powered by Voyager, will be deployed across Anduril’s Menace family of systems, enabling customers to conduct cross-domain operations at the edge.

In the Field Today

Menace-I is deployed with customers and partners today, enabling forward-deployed forces to plan, process, and fight with the speed, security, and mobility needed to stay connected wherever the fight takes them.

DSEI 2025: AimLock and Teledyne FLIR Defense Collaborate on Autonomous Kinetic Capabilities

Wednesday, September 10th, 2025

At this year’s DSEI event in London, AimLock’s autonomous targeting and engagement systems will be showcased on Teledyne FLIR’s SUGV and Kobra ground robots 

LONDON, 10 September 2025 – Today at DSEI UK 2025, AimLock, a pioneer in autonomous targeting and engagement systems, announced it is collaborating with Teledyne FLIR Defense to provide autonomous kinetic capabilities for the company’s SUGV™ 325 and Kobra™ 725 ground robots.  

AimLock’s systems, powered by the company’s Core Targeting Modules (CTMs), will support Teledyne FLIR’s robots in delivering decision-accelerating kinetic autonomy across key mission sets in Counter-UAS, Force Protection, Direct Action, Integrated Defense, Strike Anti Armor, and Support by Fire. As the autonomous battlefield continues to evolve, both companies will be displaying these mission-critical systems at their booths during DSEI. 

On Display at Teledyne’s Booth (S3-110):  

Teledyne FLIR’s SUGV 325, Integrated with AimLock’s RS-2 Solution with Dual 40mm Grenade Launchers SUGV 325, a backpackable robot that offers a versatile solution for a variety of missions, will be integrated with AimLock’s RS-2, a remote engagement speed and accuracy system that powers automated target acquisition and firing solutions. R-S2 can be affixed with a range of weapon systems: dual 40mm grenade launchers, quad M72 rocket launchers, a lightweight machine gun, .50 caliber semi-automatic rifle, and more. 

The R-S2 provides:  

Multi-sensor AI targeting: The system uses edge-processed, multi-modal sensors with AI-enhanced target detection, classification, recognition, and identification. 

Automated stabilized firing: two-axis stabilized positioners provide automated firing solutions with corrections for target and platform motion, environmental conditions, and targeting ranges. 

Flexible integration: open architecture control interfaces integrate into larger combat systems or standalone use, with platform kits available for manned and unmanned air and ground vehicles. 

On Display at AimLock’s Booth (N5-260):  

Teledyne FLIR’s Kobra 725, Integrated with AimLock’s RM-1 The Kobra 725, a powerful, heavy-payload robot, will be integrated with AimLock’s RM-1, a semi-autonomous remote weapon station for medium machine gun platforms. The RM-1 provides:  

An advanced targeting system: The R-M1 combines day/night sensors, laser range-finding, active stabilization, autonomous detection, classification, tracking, and automatic firing to deliver fast, accurate engagement, even while on the move. 

Multi-threat capability: It detects and tracks small drones, vehicles, and enemy combatants, enabling 7.62mm and .338 Norma Mag machine gun engagement out to the host weapon’s effective range. 

Flexible deployment: The ultra-portable system can be mounted on tripods, buildings, vehicles, boats, and helicopters for maximum operational versatility. 

“As autonomy on the battlefield continues to become the status quo, our unique ability to provide autonomous kinetic capabilities is more important than ever,”

said Bryan Bockmon, CEO of AimLock. “We are pleased to collaborate with Teledyne FLIR Defense to power their robots with the kind of technology that helps keep warfighters safe and bring them home from the most precarious of missions.”  

“Globally, our customers are placing a sharper focus on lethality for unmanned systems, which is why our collaboration with Aim-Lock is a win-win,”

said Nate Winn, director of product management, Unmanned Systems North America, at Teledyne FLIR Defense.

“Whether it’s our SUGV or Kobra robots or Rogue 1 UAS, our highly modular platforms can easily integrate a wide range of kinetic effect systems that are proving to be difference-makers in modern warfare.”   

Elbit Systems Launches Frontier: Next-Generation AI-Based System to Tackle Evolving Border Defense Challenges

Tuesday, September 9th, 2025

Elevating Persistent Surveillance with Real-Time AI-Driven Threat Detection and Decision-Making Support, Frontier reduces the workload on operating teams, reduces operational costs, and enhances mission success rates.

London, UK, September 9, 2025 – Elbit Systems Ltd. introduces Frontier, its cutting-edge wide-area persistent surveillance system, designed to address the increasing complexity and intensity of border defense challenges. Presented for the first time at the DSEI 2025 exhibition, Frontier is built to autonomously detect, classify, and assess threats in real-time. Frontier leverages advanced artificial intelligence (AI) to optimize intelligence gathering and decision-making in land, air, and maritime domains.

As global threats continue to evolve, intelligence teams are burdened with monitoring and managing thousands of alerts and massive amounts of data in real time. This challenge places significant demands on operational teams, often requiring substantial resources and risking potential errors. To address these needs, Elbit Systems developed Frontier, a smart, AI-based edge system designed to enhance surveillance operations.

Key features of Frontier include:

  • AI Based Adaptive Routine Learning: using cutting edge computing capabilities the system continuously learns and adapts to routine operations by analyzing vast amounts of data to detect anomalies and deviations.
  • Autonomous Threat Classification: Leveraging AI, the system autonomously identifies and classifies threats in real-time, enabing fast and accurate responses.
  • Smart Decision-Making Support: Frontier prioritizes and assesses the risk of potential threats, providing operators with clear, actionable insights.
  • Sensor Integration: Maximizes the capabilities of multiple sensors, turning data overflow into a coherent understanding of the peremiter.
  • Operational Efficiency: Reduces the workload on operating teams, and lowers operational costs, while improving mission success rates.

Frontier autonomously operates various types of sensors to visually confirm and classify threats, transmitting only the most relevant and analyzed information to the appropriate forces.

Army Awards TurbineOne Contract for AI-Powered Edge Target Recognition

Friday, September 5th, 2025

SAN FRANCISCO–TurbineOne announced today it has been awarded a five-year, IDIQ contract with a $98.9M ceiling from the U.S. Army to deliver and demonstrate its Frontline Perception System (FPS) as part of the Army’s Intelligence Enterprise modernization.

With FPS, warfighters can build, retrain, and deploy custom machine learning models at the edge without coding, leveraging multiple sensor feeds in degraded communications environments.

Founded in 2021, TurbineOne successfully completed a Phase II Small Business Innovation Research (SBIR) contract which led to this SBIR Phase III IDIQ, a milestone reached by only a fraction of small businesses. In addition to successful completion of a Phase II SBIR, TurbineOne earned a Defense Innovation Unit (DIU) “success memo” for prototype performance, a key factor in the Army’s decision to award this contract.

TurbineOne will deliver AI/ML-driven automated target recognition, counter-UAS, and collaborative autonomy capabilities to accelerate intelligence and targeting cycles, including processing, exploitation, and dissemination (PED) to Army units. With FPS, warfighters can build, retrain, and deploy custom machine learning models at the edge without coding, leveraging multiple sensor feeds in degraded communications environments.

“We are grateful to partner with innovative Army units that pushed us through years of iterative exercises to deliver a software-first, hardware-agnostic capability ready for global distribution and rapid scale,” said Ian Kalin, CEO of TurbineOne. “We look forward to supporting the Army’s Transformation Initiative in collaboration with the innovative intelligence leaders in the Army G-2 and Program Executive Office-Intelligence, Electronic Warfare & Sensors.”

www.turbineone.com

Editor’s note: we write about this technology in November 22 soldiersystems.net/2022/11/10/mww-23-turbine-one-frontline-perception-system.

Comand AI to Demonstrate the Future of Mission Planning at DSEI 2025

Tuesday, September 2nd, 2025

Comand AI will demonstrate Prevail, a next generation, unified, multi-domain platform for military planning, decision-making and operational learning. 

London, 01 September: Comand AI is a leading European defence technology company specialising in AI-powered command and control solutions with an ever-growing presence in the UK. As announced by Science Innovation and Technology Secretary Peter Kyle during the French State Visit, Comand AI is set to invest £35 million into the UK, supporting efforts to strengthen national defence capabilities. At DSEI stand S7-280, they will be showcasing their AI-powered software, Prevail, which empowers military decision makers to act faster and more effectively – enhancing situational awareness and operational insight without compromising human judgment. 

Loïc Mougeolle, CEO and Founder of Comand AI, said: “Following the recent announcement of our £35 million investment into the UK we’re excited to be showcasing

Prevail at DSEI – built with frontline users to deliver game-changing speed and precision in military decision-making. Our AI-driven platform significantly increases analysis speed, unlocking real-time insights while keeping humans firmly in control.

Comand AI is helping power pan-European collaboration – growing and investing in the future of defence.” 

Prevail: Plans  

Plans supports and accelerates the full military planning process. The system helps Armed Forces’ personnel analyse missions, evaluate terrain, assess threats, and generate viable courses of action. The tool then allows decision-makers to wargame options under different criteria, such as logistics, flexibility, or command and control. Enabling a significant increase in analysis and scenario development speed without compromising human judgment. 

Prevail: Lessons 

Lessons allows the Armed Forces to draw together structured insights from their missions, academia, doctrine, and observation.

Lessons automatically feeds relevant insights into Plans, closing the months or years long lag between operations and lessons learned. Ukraine has demonstrated that the nature and evolutionary pace of warfare has changed, and the Armed Forces need to adapt rapidly to retain the UK’s operational superiority. 

BRYCK from Tsecond

Monday, August 25th, 2025

Last week I ran across a very cool digital storage device from Tsecond. The BRYCK offers a staggering one petabyte of solid state storage in a compact form factor.

Better yet, it is air cooled. Imagine a single storage device that can be left in place for remote collection.

You’re getting data center levels of storage in a small box you can carry around.

A petabyte (PB) is a unit of digital storage equal to 1,000 terabytes (TB) or 1,000,000 gigabytes (GB). To put it in perspective, one petabyte can store roughly:

• 200,000 DVDs worth of data (assuming a standard DVD holds about 4.7 GB).

• 250 million songs in MP3 format (assuming an average song size of 4 MB).

• 500 billion pages of plain text (assuming 2 KB per page).

• Enough video to stream 1080p HD content for over 3 years continuously (at ~5 Mbps).

I’ve never seen anything like this.

What’s more, they can configure the BRYCK to combine storage and AI in the event you want to conduct edge processing. It’s offered in several form factors including a MOSA chassis.

Being able to conduct air gapped AI processing to avoid spurious data corruption is going to be crucial on future battlefields and BRYCK will allow you to do it.

Finally, it offers onboard data encryption and remote wiping.

Tsecond has loads of tech data in their site so I suggest you head over there and nerd out. They would be more than happy to discuss your organization’s needs as well.

tsecond.us/ai-bryck

Lantronix Solution Powers U.S. Army-Approved Teal Drones, a Red Cat Holdings Co., Unlocking Secure Edge AI Growth Opportunity

Sunday, August 24th, 2025

Lantronix Enables TAA- and NDAA-Compliant Edge AI Solution, Supporting Sensitive U.S. Government Missions and Expanding Long-Term Defense Market Positioning 
IRVINE, Calif., Aug. 18, 2025 – Lantronix Inc.(NASDAQ: LTRX), a global leader in compute and connectivity IoT solutions powering Edge AI applications, today announced that its TAA- and NDAA-compliant solution was selected by Teal Drones, a Red Cat Holdings Inc. (NASDAQ: RCAT) company, for production of its Black Widow™ drones under the U.S. Army’s Short-Range Reconnaissance (SRR) Program. Lantronix has already initiated production shipments, providing early revenue visibility and underscoring Lantronix’s role as a trusted technology partner for mission?critical defense applications.

The Lantronix solution, based on the Qualcomm® Dragonwing™ QRB5165 processor, delivers advanced Edge AI processing while meeting stringent U.S. security requirements, enabling full TAA and NDAA compliance for deployment in sensitive Department of Defense (DoD) missions. The combination of AI performance and compliance creates a sustainable advantage for Lantronix in the rapidly expanding defense and autonomous systems market.

As part of a select group of Blue UAS-approved small Unmanned Aerial Systems (sUAS) vendors, Teal Drones must meet rigorous cybersecurity, operational and safety standards for DoD use. Lantronix’s compliant solution enables Teal to meet these requirements, positioning its Black Widow drones for deployment in frontline missions.

“Black Widow drones are redefining what’s possible for small unmanned systems, giving today’s warfighters real-time intelligence and the operational edge they need on the modern battlefield,” said Jeff Thompson, CEO of Red Cat. “Lantronix’s solution enables us to meet the U.S. Army’s rigorous TAA and NDAA compliance standards under the SRR Program — a level of assurance few providers can match.”

With the global drone market projected to reach $57.8 billion by 2030 (Drone Industry Insights’ 2025–2030 Global Drone Market Report), Lantronix’s presence in the secure defense and commercial drone segment creates multi-year, high-margin growth opportunities.

“Lantronix has established itself as a leader in the Edge AI market, delivering innovative, compliance?driven solutions for the growing drone sector,” said Saleel Awsare, CEO and president of Lantronix. “Our collaboration with Teal Drones underscores our ability to bring secure, high?performance products to market at scale, creating long?term opportunities with leading global brands.”

Lantronix solutions and Engineering Services combine embedded compute technology, compliance expertise and flexible software support to accelerate customer product development. This scalable platform approach not only enables rapid time?to?market for Teal Drones but also positions Lantronix to support future defense and industrial IoT programs requiring TAA and NDAA compliance.

Learn more about Lantronix’s Engineering Services, SOM solutions and additional Drone Applications at Lantronix.com.

Autonomous Multi-Domain Launcher Hits Major Milestone

Saturday, August 23rd, 2025

A major milestone has been achieved for the Autonomous Multi-Domain Launcher as it moves toward augmenting — and possibly replacing — existing Army launchers.

AML, a science and technology initiative led by the U.S. Army Combat Capabilities Development Command’s Aviation & Missile Center and Ground Vehicle Systems Center since 2020, has transitioned to the Rapid Capabilities and Critical Technologies Office, marking the next step in its journey towards fielding.

This transition comes with a new name, a nod to the expansion of its capabilities: Common Autonomous Multi-Domain Launcher, or CAML, as RCCTO pursues two iterations of the system — a medium and a heavy.

“AML started in February of 2020 as a congressional add-funded concept demonstration,” said Lucas Hunter, AML principal investigator and project lead at DEVCOM AvMC. “The Long-Range Precision Fire Cross Functional Team asked what the possibility of driving and firing a High Mobility Artillery Rocket System launcher from a remote location. HIMARS is 100% manual. It is driven manually. The gunner’s display unit has switches and buttons that you push, and a manual keyboard. While the mission comes in digitally, what you do to fire it is all done manually.”

The two DEVCOM centers procured a HIMARS and got to work determining how to install robotics capabilities into the vehicle. The catch? They had to return the HIMARS just as they received it: which meant no drilling and no welding. By summer 2021 they had their prototype, and their first test was a successful live fire in front of an audience of Army generals.

“In support of DEVCOM AvMC’ s project office, Detroit’s DEVCOM GVSC leveraged its deep roots in automotive and defense to deliver a robotic HIMARS in record time,” said GVSC Robotic Fires Branch Chief Colin Scott. “The centers’ close working relationship leveraged each center’s unique expertise to catalyze industry, bringing together best-in-breed solutions redefining Army fires for the 21st century.”

Over the next four years, they transformed that concept demonstrator into a fully unmanned, cab-less, autonomous launcher. In doing so, lethality of the launcher was doubled while the original mobility and transportability of its former HIMARS self was maintained.

“The team leveraged previous Army S&T investments in launcher, autonomy and power generation, incorporating direct Soldier input to produce the AML prototype rapidly and economically. This effort culminated in the AML participating in Valiant Shield 24, setting the stage for transition,” Hunter said.

RCCTO will serve as that bridge to move forward with AML as a formal program of record if the Army chooses to pursue the prototype program. The organization manages the transition of successful prototypes into official acquisition programs, setting the conditions for full-rate production and fielding. By taking proven technology and refining them into more robust prototypes, RCCTO gets promising S&T efforts like AML into Soldiers’ hands for experimentation and feedback much faster than traditional acquisition programs.

Part of how CAML will redefine Army fires is with its autonomous missile reloading capabilities. The larger CAML-H variant will integrate a launcher onto a 15-ton class chassis that will fire the Tomahawk Land Attack Missile or the Patriot Advanced Capabilities Three Missile Segment Enhancement interceptor. Its smaller CAML-M counterpart will utilize a Family of Medium Tactical Vehicles to launch Multiple Launch Rocket System munitions or the new Indirect Fire Protection Capability with AIM-9X interceptors.

“The key thing Lucas’s team did was give the hardware such a good look that senior Army leaders took that and expanded upon it,” said Brad Easterwood, CAML deputy product manager at RCCTO. “They gave them such a good building block that they could add other building blocks to it and have a different solution.”

As RCCTO bridges the “valley of death” between S&T and program of record, DEVCOM AvMC will remain the technical experts for everything fire control missiles.

“DEVCOM AvMC is doing a great job transitioning all the lessons they’ve learned, so we don’t repeat the same mistakes as we go into a prototyping phase,” Easterwood said. “We feel like we have a leg up with DEVCOM AvMC as a partner, because they’ve already solved all these hard challenges and we’re not starting at zero. Bringing in DEVCOM AvMC as a teammate keeps us moving forward with no drop in knowledge.”

For Hunter and his team, their continued involvement in the future of CAML has been very rewarding as well as a unique experience in the S&T world.

“It is rare for an idea to go from concept to prototype and actually make that transition,” he said. “It is really exciting to see the work that the team produced over these five years getting out of the lab and making it into a transition partner that can take it to the force and make a difference.”

Via U.S. Army Combat Capabilities Development Command’s Aviation & Missile Center and Ground Vehicle Systems Center