Defense & Military
Northrop Grumman Enhances E-2D Hawkeye Maintenance with AR VR AI
Northrop Grumman uses AR, VR, and AI to reduce E-2D Hawkeye maintenance time and improve technician training, extending tech to F-35 and B-2 aircraft.

This article is based on an official press release from Northrop Grumman.
Northrop Grumman Integrates AR, VR, and AI to Overhaul E-2D Hawkeye Maintenance
The E-2D Advanced Hawkeye serves as a critical node in the United States military’s airborne early warning and command-and-control network. Equipped with an advanced 360-degree radar, the carrier-based aircraft provides essential surveillance, tracking, and situational awareness for joint and coalition missions over land and sea. However, as the most heavily tasked aircraft in the U.S. military inventory, according to Northrop Grumman, minimizing unscheduled downtime is a top priority for defense aviation.
To address this maintenance challenge, Northrop Grumman has announced a comprehensive suite of advanced digital tools designed to modernize the sustainment and Training for the E-2D platform. By leveraging Augmented Reality (AR), Virtual Reality (VR), AI, and Machine Learning (ML), the aerospace company aims to significantly reduce aircraft downtime and improve technician performance.
In a recent press release, the company detailed how these technologies are already yielding dramatic time savings and operational efficiencies, marking a significant shift toward proactive, tech-enabled fleet management for some of the military’s most vital assets.
The Digital Sustainment Ecosystem
Northrop Grumman’s digital sustainment initiative for the E-2D centers around three primary technological ecosystems, each targeting a specific phase of aircraft maintenance, troubleshooting, and technician training.
Armor: Augmented Reality and Predictive Analytics
Developed by Northrop Grumman’s model-based sustainment team, the “Armor” system is an AR-enabled maintenance tool that integrates predictive analytics with fleet performance data. According to the company’s announcements, Armor provides maintainers with animated, step-by-step repair instructions that can be accessed directly on the flight line via tablets or AR goggles.
A standout feature of the Armor system is its “X-Ray” vision capability. This allows technicians to virtually inspect the internal systems of the aircraft, helping them identify potential trouble spots and maintenance needs before any physical intervention or disassembly is required. To date, Northrop Grumman reports having successfully deployed over 1,000 AR solutions across its various defense programs to support visual work instructions and facility layout planning.
“Armor can reduce training and labor time, keeping the aircraft operational in hours instead of weeks.”
Virtual Reality Training Environments
In addition to AR tools used during active maintenance, VR technology is being utilized to immerse maintenance crews in interactive, 360-degree digital simulations. This allows technicians to practice complex repair procedures on hard-to-access or highly expensive components without requiring a physical aircraft or the logistical burden of transporting hardware to multiple training locations.
The impact on efficiency is notable. Based on initial data released by Northrop Grumman as of May 2026, VR-based training improves task performance and has been shown to cut repair times by up to 75%. Furthermore, the company notes that trainees report significantly higher confidence levels when transitioning from these virtual scenarios to real-world repairs.
LITE: Learning Intelligence Tools Ecosystem
The third pillar of this digital push is LITE, a machine learning platform developed jointly by Northrop Grumman’s E-2D engineering team in Melbourne, Florida, and its data analytics team in Redondo Beach, California. LITE analyzes vast amounts of maintenance data to help technicians quickly identify the root causes of system issues, allowing for more efficient troubleshooting.
According to the company’s performance metrics, the LITE system has already demonstrated substantial value. In one specific application, the machine learning tool reduced maintenance rework in the E-2D’s radar pressurization and cooling system by 67%, a reduction that eliminated weeks of testing time.
Broader Implications for Military Aviation
The digital sustainment tools pioneered for the E-2D Hawkeye are not isolated to this single aircraft. Northrop Grumman is actively applying these AR, VR, and AI enhancements to other critical platforms in the U.S. military arsenal. The company has indicated that these technologies are currently being adapted for use on the F-35 Lightning II fighter jet and the B-2 Spirit stealth bomber.
This cross-platform integration suggests that the efficiencies gained on the E-2D will soon scale across broader segments of the military’s aviation fleet, potentially saving thousands of labor hours and significantly boosting overall mission readiness.
AirPro News analysis
At AirPro News, we observe that this development highlights a broader, industry-wide trend in the defense sector toward “model-based sustainment” and predictive maintenance. Historically, Military-Aircraft maintenance has relied heavily on reactive repairs, fixing components as they break or adhering to rigid, calendar-based overhaul schedules.
By combining historical maintenance data, aircraft usage patterns, and immersive visual guidance, military contractors are moving toward a proactive model. The integration of AI and ML allows for the anticipation of component failures before they occur, while AR and VR ensure that when repairs are necessary, technicians are guided by the most intuitive and efficient tools available. We anticipate that as these technologies mature, the baseline standard for military aircraft sustainment Contracts will increasingly mandate the inclusion of digital twin and AR/VR training ecosystems to keep long-term operational costs in check.
Frequently Asked Questions (FAQ)
What is the E-2D Advanced Hawkeye?
The E-2D Advanced Hawkeye is a carrier-based airborne early warning and command-and-control aircraft used by the U.S. military. It features an advanced 360-degree Radar-Systems to provide surveillance, tracking, and situational awareness for joint and coalition missions.
How much time does VR training save in aircraft maintenance?
According to initial data from Northrop Grumman, utilizing Virtual Reality (VR) training environments can improve task performance and reduce repair times by up to 75%.
What other aircraft are benefiting from this technology?
Northrop Grumman is actively adapting the AR, VR, and AI technologies developed for the E-2D Hawkeye for other major military platforms, including the F-35 Lightning II and the B-2 Spirit stealth bomber.
Sources:
Northrop Grumman Press Release
Photo Credit: Northrop Grumman
Defense & Military
L3Harris Completes First 35 Viper Shield Production Units
L3Harris reaches a production milestone for the AN/ALQ-254(V)1 Viper Shield, with 233 units on backlog for eight allied F-16 operators.

L3Harris Technologies has completed manufacturing the first 35 production units of its Viper Shield electronic warfare system, initiating a production ramp-up to fulfill a 233-unit backlog for international F-16 Fighting Falcon operators.
In a press release issued on September 3, 2026, the company announced the milestone at its Clifton, New Jersey, facility. The event also marked the assembly of the first external pod configuration utilizing production-standard hardware. The AN/ALQ-254(V)1 Viper Shield currently stands as the only F-16 electronic warfare suite in active production.
Fulfilling the international backlog
L3Harris is scaling operations to meet demand from eight allied nations that have collectively ordered 233 Viper Shield systems. These international operators have contributed to a $1 billion shared investment funding the development, laboratory testing, flight testing, and current production of the suite.
“The foreign investment is funding development, lab testing, flight testing and current production of Viper Shield systems, which presents the United States with a savings opportunity to avoid upfront costs,” said Chris Aebli, President, Communications & Spectrum Dominance, L3Harris.
Aebli noted that this shared investment means the U.S. Air-Forces and Air National Guard could benefit from joining the program without bearing the initial development burden.
Recent flight testing and fleet integration
The production milestone follows a series of recent technical and commercial validations for the Viper Shield program. On August 5, 2026, L3Harris reported the completion of two-ship flight testing at Edwards Air Force Base in California. During these tests, F-16C and F-16D models flew together with Viper Shield hardware to validate the digital architecture and real-time response capabilities in multi-aircraft scenarios.
Shortly after the Edwards Air Force Base tests, the government of Peru officially selected the Viper Shield system on August 18, 2026, for its incoming F-16 Block 70 fleet. The system is designed to be fully interoperable with the APG-83 Active Electronically Scanned Array (AESA) radar, a standard component of the Block 70/72 configuration and a common upgrade for legacy F-16 airframes.
AirPro News analysis
We note that L3Harris is leveraging international procurement to mature the Viper Shield system before heavily marketing it to domestic operators. By relying on foreign military sales to fund the $1 billion development and testing phase, the manufacturer has effectively de-risked the AN/ALQ-254(V)1 for the U.S. Air Force and Air National Guard. As legacy F-16 fleets undergo radar upgrades to the APG-83 AESA, the interoperability of the Viper Shield positions it as a logical bolt-on enhancement for operators looking to modernize their electronic warfare capabilities without funding a clean-sheet development program.
Sources: L3Harris Technologies
Photo Credit: L3Harris Technologies
Defense & Military
Hermeus Selects Anduril Lattice for Quarterhorse Mk 2
Hermeus partners with Anduril to integrate Lattice autonomy software into the Mach 3 Quarterhorse Mk 2, targeting autonomous flight in 2027.

Hermeus has selected Anduril Industries to integrate the Lattice for Mission Autonomy software into the Quarterhorse Mk 2 high-speed uncrewed aircraft, marking Anduril’s first commercial agreement to supply its autonomy solution for a third-party Group 5 platform.
Announced in a joint press release on September 3, 2026, the partnership aims to achieve the first autonomous flight of the Quarterhorse Mk 2 in 2027. The integration aligns with the United States Air Force (USAF) Collaborative Combat Aircraft (CCA) program’s push for modular systems, demonstrating that advanced hardware and software can be developed independently and combined for high-Mach environments.
Advancing high-Mach autonomous capabilities
The Quarterhorse program, supported by funding from the Pentagon’s Defense Innovation Unit (DIU), targets speeds of Mach 3. Hermeus has maintained an aggressive development timeline, flying its first aircraft in 2025 and reaching supersonic speeds with the Quarterhorse Mk 2.1 exactly 364 days later. The company is currently preparing to fly the Mk 2.2 variant, which was constructed in under a year.
Anduril’s Lattice Software will serve as the core mission planning and execution engine for the Mk 2. Operators will interface with the aircraft using Anduril’s Menace-T command, control, communications, and computing (C4) solution. This system is already utilized by USAF operators to generate sorties with semi-autonomous aircraft.
Speaking to Breaking Defense, Hermeus Chief Executive Officer Zach Shore explained the operational necessity of the Partnerships and the need for scalable command-and-control systems.
“We now need to automate a lot of those flight controls. I want to be able to push a button, have the aircraft spin up, have the aircraft auto takeoff, all those basic features that allow one person to manage multiple platforms,” Shore told the publication.
Validating modular architecture for the CCA program
The agreement serves as a practical application of the Autonomy Government Reference Architecture (A-GRA) standard. By separating the airframe development from the autonomy software, the partnership mirrors the acquisition strategy of the USAF CCA program.
Anduril noted in its September 3 press release that the Hermeus contract validates this focus on modularity. Establishing a common standard ensures cross-compatibility between disparate hardware and software systems, which the company states will accelerate the deployment of autonomous Military-Aircraft.
Brett Darcey, Anduril’s General Manager and Vice President for Mission Autonomy in Air Dominance and Strike, emphasized the maturity of the integration in comments to Breaking Defense.
“We really want to emphasize the fullness of the stack. This isn’t just a mission autonomy science project. This is really readying the Quarterhorse for [autonomous operations],” Darcey stated.
AirPro News analysis
We view this integration as a critical test case for the Pentagon’s broader uncrewed Aviation strategy. If Anduril’s Lattice can successfully manage a third-party airframe operating at Mach 3, it will prove that the A-GRA standard is viable for extreme flight envelopes, not just subsonic loyal wingman platforms. The 2027 flight test will be a major milestone for both companies, potentially opening the door for Anduril to market its autonomy stack to other aerospace Manufacturers while allowing Hermeus to focus entirely on its high-speed propulsion and aerodynamic challenges.
Sources: Anduril Industries
Photo Credit: Anduril Industries
Defense & Military
MAFFS Surpasses One Million Gallons in 2026 Fire Season
Military MAFFS crews delivered over 1.07M gallons of fire retardant by Aug 31, 2026, exceeding the totals of the previous two years.

Military-Aircraft aircrews operating the Modular Airborne Fire Fighting System (MAFFS) surpassed one million gallons of fire retardant delivered across the western United States on August 28, 2026, underscoring the severity of a wildfire season that has already eclipsed the total aerial firefighting volumes of the previous two years.
According to an official release from the U.S. National Guard on September 2, 2026, the running total of retardant dropped by MAFFS-equipped Lockheed C-130 Hercules aircraft reached 1,070,017 gallons by August 31. The program provides critical surge capacity for the U.S. Forest Service (USFS) and the National Interagency Fire Center (NIFC) when commercial and federal contract airtankers are fully committed to existing incidents.
Surge capacity in a demanding fire season
The 2026 season ranks among the busiest of the past decade for military aerial firefighting units. The current volume of 1,070,017 gallons significantly exceeds the 410,810 gallons delivered in all of 2025 and the 871,205 gallons dropped in 2024.
While 2026 has seen elevated activity, the busiest MAFFS season of the past decade remains 2021, which saw 2,583,204 gallons delivered, followed by 1,350,298 gallons in 2020. With weeks potentially remaining in the current fire season, the final 2026 figures are expected to climb further.
Col. Jason Little, Commander of the MAFFS Air Expeditionary Group, emphasized the program’s role in supporting civilian agencies during periods of high demand.
“We serve as a surge capability, and our responsibility is to be as prepared and effective as possible when called upon,” Little stated. “We do our best to integrate seamlessly with the federal and state agencies committed to wildland firefighting.”
Multi-unit military coordination
The MAFFS mission requires coordination across multiple military branches and state lines. Operations for the 2026 season are being coordinated from Reno, Nevada, drawing on resources from across the western United States.
The effort comprises crews from the 146th Airlift Wing of the California Air National Guard, the 152nd Airlift Wing of the Nevada Air National Guard, the 153rd Airlift Wing of the Wyoming Air National Guard, and the 302nd Airlift Wing of the Air Force Reserve Command based in Colorado. These units operate C-130 aircraft fitted with specialized MAFFS roll-on/roll-off equipment, allowing standard tactical airlifters to function temporarily as heavy airtankers.
AirPro News analysis
The rapid accumulation of MAFFS flight hours and retardant drops in 2026 highlights a growing reliance on military surge capabilities to manage domestic natural disasters. As commercial airtanker fleets face high utilization rates early in the fire season, the strategic value of the MAFFS program becomes increasingly apparent. We note that the year-over-year volatility in retardant volumes, fluctuating from just over 410,000 gallons in 2025 to over a million before September in 2026, presents ongoing readiness and funding challenges for the participating Air National Guard and Air Force Reserve units. These squadrons must balance unpredictable domestic support missions with their primary military readiness and global airlift requirements.
Sources: U.S. National Guard
Photo Credit: Senior Master Sgt. Paula Macomber
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