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MILITARY AI COMPANY

Empowering Autonomy for the Tactical Edge

In connectivity-denied forward operating bases, agile, edge-deployed AI is vital for autonomous vehicles, enabling rapid, real-time decisions to ensure our forces dominate with unmatched effectiveness.

One solution for all your vehicles

Work across various hardware setups, adapting to different devices or configurations.

Easily update in the field

Quickly modify or upgrade on-site based on changing mission parameters.

Protect capabilities with secure AI at the edge

Prevent adversarial attacks at runtime with tools to provide advanced encryption, digital watermarking, and model provenance tracking..

Adapt quickly as intelligence evolves

Maintain accuracy and relevance by seamlessly integrating new data and refining labels with new information.

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BENEFITS

A revolutionary approach to swiftly develop and adapt trusted AI to the evolving battlefield.

Accelerate time to production

  • Enable developers with varying degrees of experience in ML design to create production models quickly with benchmarked and ready-to-execute model-hardware configurations. 
  • Accelerate test and evaluation with standardized tools that eliminate the need to handcraft ML development and optimization.
  • Streamline with a reusable, trusted MLOps pipeline that facilitates adjustment to data, models, or hardware without starting over.

Increase mission success at scale

Latent AI helps operational programs simplify and scale the entire ML pipeline.

  • Integrate a modular MLOps platform that lets your team access the tools and applications they need.
  • Bring your own data or model to a platform-sensor agnostic framework.
  • Enable your team to build and deploy on more devices with model portability across hardware platforms and environments.
  • Ensure AI model security is built in with tools to apply advanced encryption, digital watermarking, and model provenance tracking.
  • Monitor runtime performance with real-time diagnostics.

Adapt faster than adversaries

Meet diverse mission needs with AI processing at the edge that you can adapt with rapid iteration.

  • Bring powerful AI to the edge, and run analysis directly at the sensor, where operators can make real-time decisions.
  • Empower operators to analyze results, make adjustments through a simple interface, retrain the AI model, and redeploy directly on the device.
  • Increase confidence in AI capabilities by allowing operators to fine-tune AI with durable tools and a simplified workflow.

CAPABILITIES

Versatile, efficient, and field-adaptable AI for autonomous operations at the tactical edge

 

CAPABILITY

Enable autonomy in denied environments

Build and adapt AI for any mission objective across land, sea, air, and space, delivering fast, accurate intelligence.

  • Customize AI for any setup: Adapt models to fit any vehicle type or mission goal, from Group 1/2 drones to larger platforms.
  • Scale autonomy for any operation: Enable autonomous capabilities for solo units or coordinated swarms in network-denied, forward-deployed environments.
  • Empower edge devices for fast decisions: Equip low-power devices with multi-sensor support, including radar, infrared, and electro-optical, for swift, independent choices.
  • Amplify autonomous impact: Hunt, track, detect, and engage targets (e.g., destroy or report) while correcting inaccuracies on-site across any domain.
  • Capture data for mission insights: Collect new mission data for post-operation analysis, ensuring reliable operations without external systems.

CAPABILITY

Slash labeling effort by 99% to achieve faster, more reliable AI deployment

Accelerate autonomous operations with assisted data labeling that saves time, reduces costs, and lets experts produce high-quality AI datasets in disconnected, challenging environments.

  • Cut the effort required by experts to annotate a quality dataset by up to 99%. 
  • Automate repetitive tasks to boost workflow efficiency, cut costs, and ensure top-quality datasets.
  • Enhance AI reliability when experts swiftly refine and annotate the dataset with scenario-specific images that capture the unpredictable conditions of forward-deployed operations.
  • Easily handle any data types—including image and video data, sensor streams, and unstructured data—using multiple AI-assisted techniques on a single, flexible application.
  • Reduce manual labeling and let experts refine new raw data with custom workflows, improving data quality while maintaining security and oversight.

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CAPABILITY

Run and update AI anywhere, even off-grid

Missions demand adaptability, and your team needs confidence and control. Our ruggedized AI toolkit enables unmanned systems to operate autonomously with fast AI adaptation and drone updates.

  • Unlock independent, mission-adaptive AI for drones in denied environments with tactical edge computing.
  • Deploy and activate AI directly on edge hardware—no cloud required—for seamless, integrated autonomy from the edge to the operator.
  • Slash AI update times from weeks to minutes, keeping vehicles mission-ready in real-time.
  • Free operators to focus on missions with one-click tools to find and track targets, gather intelligence, and conduct search and reconnaissance operations

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Case studies

Real-world AI at the tactical edge

Army Project Linchpin

Latent AI delivers a trusted AI Pipeline for Project Linchpin.

Navy Project AMMO

Latent AI reduces model update time from months to days.

Unmanned aerial systems for US Air Force

Latent AI demonstrated real-time, on-board AI with geospatial analysis.

LEIP to be central technology enabling the Army’s first-ever AI program of record.

Project Linchpin is the Army’s path to delivering trusted AI, says Bharat Patel, the product lead for Project Linchpin. LEIP was chosen as the primary development platform to help the Army deliver AI at scale. Latent AI’s focus on trust and security, emphasizing the model lifecycle, are critical differentiators. In fact, LEIP offers the only MLOps platform with optimization and security together in a single framework ready for IL5/IL6 integration.

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Streamlining AI for the Navy’s Project AMMO

The US Navy chose LEIP for its ability to accommodate larger models in various environments and to modify and redeploy ML models quickly. After a successful prototype phase, Project Ammo with Latent AI and other partners continue the program to create production AI for the Navy’s Underwater Unmanned Vehicle program.

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Reducing information latency for the Air Force

Latent AI achieved an inference speed three times faster with onboard edge AI and enhanced decision-making speed by 70% by processing data at the sensor. This demonstrates the viability of onboard generative AI model processing for USAF anomaly detection.

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With Latent AI You Can

Quickly and easily equip today’s warfighter with cutting-edge AI

Power fast, efficient autonomous capabilities

Enable devices to make decisions quickly and with low resource use, without relying on external systems or constant communication.

Extend mission time

Prolong operational duration with fast, efficient onboard autonomy.

Rely on AI precision

Ensures accurate automation, delivering trustworthy performance for critical military operations.

Empower warfighters, not just engineers

Ensure all personnel can efficiently operate and update AI on autonomous vehicles, even in forward-deployed combat zones.

Enhance reliability

Keep autonomous vehicles agile with fast labeling and continuous retraining, adapting to changing environments.

Testimonials

“Working with multiple international partners, we demonstrated the ability to deploy and update our automatic target recognition models at the speed of operational relevance while simultaneously remaining confident in their performance. This embodiment of human-machine teaming gives our sailors a powerful tool in their arsenal and increases confidence in their systems. I’m proud our warfare community could be the pathfinder and exemplar for machine learning ops, tooling, and processes that will improve many other Navy and joint service warfighting capabilities in the age of artificial intelligence,” said Commodore Shaun Lieb, Commander, Task Force (CTF) 75.

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CLOUD to EDGE

Tactical AI deployed along the operational cloud to edge continuum.

Latent AI supports the mission at every level with the only MLOps tool that provides a ML development pipeline with integrated security features in a single framework ready for IL5/IL6 integration.

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Graphic of military edge AI layers, distributing computing power from Tactical edge devices in DDIL mode to Strategic cloud computing centers for federal situational awareness.

testimonials

What our federal advisors say

“As the speed of decision-making accelerates, we must redefine the concept of ‘last human meaningful control.’ In this new era of technological advancement, we need to understand how to integrate the physical and digital worlds and how to ensure human oversight in a complex and rapidly evolving environment. Latent AI’s work on enabling rapid and efficient AI-powered decision-making can help to ensure that humans remain at the center of the equation, even as technology evolves at an unprecedented pace.”
Gen. (Ret.) James E. Cartwright
“Latent AI has pioneered groundbreaking technologies, offering capabilities I haven’t seen elsewhere. Their edge AI solutions empower the DoD to operate in disconnected and denied environments, a critical requirement in future conflicts. Their automated optimization platform greatly accelerates AI development and deployment, giving U.S. forces a significant advantage over their adversaries. Latent’s technologies are essential for addressing the complex and ever-shifting challenges the DoD faces today and in the future.”
Lt. Gen. (Ret.) Jack Shanahan
“Deploying AI at the tactical edge presents unique complexity. The hardware available can range from highly constrained to near data center capacity. The models themselves vary dramatically both in terms of computational load and capabilities. Selecting the right model up front is tremendously valuable in terms of reducing developmental risk and timelines and if you need to switch models you need to have tools that support doing that in an agile way. Latent AI’s ability to select, optimize, and retrain AI models is crucial for the DoD. This agility is critical for speeding up the development and deployment of AI-powered solutions.”
Lt. Gen. (Ret.) David G. Bassett

“The future of national security depends on our ability to deploy secure, adaptable AI solutions across multiple domains. Latent AI’s technology addresses this critical need by enabling rapid development and deployment of AI capabilities that can enhance our defense readiness while maintaining the highest security standards.”

Rear Adm. (Ret.) Doug Small

featured podcast

AI-Powered Advantage: Transforming Special Forces with Edge AI

Tune in to a discussion with Gen. James E. Cartwright (Ret.) where he explores how edge AI enhances special forces decision-making. Learn about accelerating AI integration, secure architectures, and adapting AI for warfighters, with insights from Latent AI.

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Resources

Discover more mission-critical solutions from Latent AI

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FAQ

FAQs

What is the role of military AI companies in the defense industry?

Military AI companies like Latent AI develop advanced AI solutions tailored for national security and military applications. These technologies enhance military assets and technology by enabling real-time data integration, improving situational awareness, and enhancing decision-making for the battlefield.

How does AI enable autonomous systems?

Latent AI tools assist in developing AI that enhances unmanned aircraft, underwater vehicles, and ground vehicles, enabling advanced data analysis and decision-making to support threat detection, surveillance, and reconnaissance operations. For instance, Latent AI is instrumental in ensuring the artificial intelligence models used by autonomous underwater vehicles to detect underwater mines can be rapidly updated when conditions on the ocean floor change.

What branches of the military does Latent AI support?

Latent AI provides secure, scalable AI solutions for military applications in all branches of the military and organizations across the defense industry. Specifically, Latent AI has military and government contracts with the Air Force, Navy, and Army, helping military personnel operate advanced unmanned systems that improve safety, efficiency, and mission outcomes.

What makes Latent AI stand out among other AI tech companies?

Latent AI supports the mission at every level with the only MLOps tool that provides an ML development pipeline with integrated security features in a single framework ready for IL5/IL6 integration.

How are AI-powered solutions transforming national security operations?

AI-powered solutions enable rapid development and deployment of defense technologies, providing technology leaders in the defense industry with tools to adapt to evolving threats. These advancements in AI services strengthen military contracts and partnerships by offering unparalleled operational efficiency.

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