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AI for the Next Generation of Defense

Defense organizations are becoming AI-native, edge-ready operational platforms.

Multiverse Computing helps defense ministries, prime contractors, R&D agencies and aerospace innovators deploy efficient, secure and sovereign AI. As an AI Solutions & Models provider with deep expertise in efficiency and security, we design mission-ready models that fit where they didn't fit before: at the tactical edge, on classified networks and under the strictest operational constraints.

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Sovereignty and Security by Design

Run advanced AI on-premises and at the edge, with full control of data, models and inference and no exposure to external clouds.

Mission Continuity Under Pressure

Bring AI close to the sensor and the decision-maker, with real-time inference that holds up under degraded, jammed or contested communications.

Energy Efficiency and Operational Capacity

Lower compute, memory and energy requirements unlock more autonomy on battery-powered platforms and more onboard AI capacity per device.

Sovereign and On-Premises AI Infrastructure

Deploy AI on private, hybrid or air-gapped infrastructure, with full data residency and clean integration with classified networks.

Quantum-Ready Cybersecurity

Prepare national security for the post-quantum era with dedicated quantum and quantum-inspired tools for cryptanalysis, PQC migration and secure communications.

Success Stories

Real-Time Border Surveillance from Satellite Imagery

Multiverse Computing delivered real-time object detection over more than 670,000 km² of high-resolution, multi-spectral satellite imagery. The optimized model is 80% smaller with no accuracy loss, 43% lower inference latency and 55% lower power consumption, enabling scalable, high-frequency satellite processing at the edge.

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Onboard Computer Vision for Tactical Drones

Multiverse Computing compressed and optimized a state-of-the-art segmentation and tracking model for onboard deployment on defense-grade processors. The drone makes decisions locally and the operator console receives only events and actionable highlights, preserving resilience under degraded or contested communications.

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Efficient Object Detection from Stratospheric Platforms

Multiverse Computing applied progressive compression and quantization to fit a compact detection model into dedicated FPGA memory. Two compression profiles were delivered: a soft profile preserving near-original accuracy and a strong profile maximizing memory and power savings, enabling real-time ship detection fully on-device.

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Quantum-Ready Cryptanalysis for National Cybersecurity

Multiverse Computing delivered a custom quantum cryptanalysis software tool implementing state-of-the-art quantum algorithms, including Shor and Grover, fully tailored to the operational environment. The system was delivered under strict confidentiality with long-term support and a multi-year guarantee aligned with national security standards.

Real-Time Multimodal AI for Defense Robotics

Multiverse Computing delivered a compressed, quantum-inspired optimized version of a 72B-parameter multimodal Vision-Language Model for real-time deployment on edge robotic systems. The model enables on-edge multimodal reasoning and is ready for secure fine-tuning with private defense data.

Fast Radar Signal Detection on Edge Military Devices

Multiverse Computing built a radar signal detection model that trains 100x faster and uses 100x fewer parameters than state-of-the-art benchmarks. The model holds 95 to 99% accuracy even at high noise levels and outperforms benchmarks across all signal-to-noise ratios (patent pending).

Sovereign Compressed Vision for Aerial Asset Detection

Multiverse Computing delivered a sovereign, on-premises object detection model through a five-phase pipeline of profiling, training, compression, healing and validation. The result delivers 45% parameter reduction and 20% lower computational load while preserving detection accuracy, deployable on defense-grade edge GPU hardware via ONNX and TensorRT.

AI for Maritime Surveillance and Anomalous Vessel Detection

Multiverse Computing designed a multi-sensor maritime surveillance capability combining advanced detection, anomaly detection, a Complex Event Processing engine and explainability layers. The pipeline is delivered as a containerized AI service ready for integration into the client's existing naval surveillance platform.

Cockpit Gesture Recognition for Pilot Human-Machine Interface

Multiverse Computing developed a custom computer vision pipeline trained on a purpose-built dataset of more than 11,000 manually labelled images, optimized for in-cockpit deployment. The system achieves 90% accuracy on the initial gesture set with real-time inference ready for integration into cockpit hardware.

Additional AI Use Cases for Defense

GNSS-Denied Navigation and Visual Terrain Matching

Missiles, autonomous vehicles and high-speed platforms operating in contested or jammed environments require navigation and trajectory correction without reliable GNSS signals.

Our solution

Compressed visual and inertial navigation models combining terrain matching, on-board image correlation and sensor fusion, designed to run inside platforms with severe constraints on power, space and thermal dissipation.

Results
  • Mission continuity in GNSS-denied and contested environments
  • Real-time trajectory correction with no external link dependency
  • Sophisticated AI deployable on weight, power and heat-constrained platforms

Logistics and Supply Chain Optimization

Defense logistics involve complex, multi-echelon supply chains with strict reliability, traceability and availability requirements across distributed bases and theatres.

Our solution

AI-driven optimization combining forecasting, routing and inventory models with quantum-inspired algorithms to plan, allocate and resupply across constrained logistics networks.

Results
  • Higher operational availability of platforms and assets
  • Lower stockouts and reduced excess inventory
  • Faster, more resilient response to demand peaks and disruptions

Predictive Maintenance of Defense Assets

Aircraft, vehicles, vessels and ground systems generate vast amounts of telemetry, yet unplanned failures still drive downtime and operational risk.

Our solution

Predictive maintenance AI based on sensor fusion, time-series modelling and compressed models deployable on the platform itself, with secure, on-premises inference.

Results
  • Earlier detection of degradation and incipient faults
  • Reduced unplanned downtime and maintenance cost
  • Longer useful life of high-value defense assets

Counter-UAS and Drone Threat Detection

The proliferation of small UAS creates a constant detection, classification and response challenge across critical sites, borders and tactical theatres.

Our solution

Compact computer vision, RF signal and multi-sensor fusion models deployable on edge hardware, designed to detect, classify and track unauthorized UAS in real time.

Results
  • Faster detection and classification of UAS threats
  • Lower false-alarm rates with multi-sensor fusion
  • Edge-ready deployment across fixed and mobile installations

Threat Intelligence and OSINT

Defense and intelligence teams need to analyse massive volumes of open-source content across many languages and formats to surface signals relevant to national security.

Our solution

Compressed multilingual language models combined with classical and quantum-inspired retrieval, entity extraction and pattern detection, deployable on sovereign infrastructure.

Results
  • Faster surfacing of relevant signals from large open-source corpora
  • Multilingual coverage with consistent performance
  • Sovereign, on-premises deployment with no third-party cloud dependency

Mission Planning and Decision Support

Modern multi-domain operations require integrating intelligence, logistics, communications and platform data into clear, actionable decisions under tight time constraints.

Our solution

Decision-support AI combining forecasting, simulation, optimization and natural language interfaces, available as compressed models that can run on classified networks.

Results
  • Faster generation and evaluation of courses of action
  • Better integration of multi-domain data into mission plans
  • Natural language interaction with mission data for non-technical operators

Training, Simulation and Wargaming

Realistic training and wargaming require high-fidelity simulations, intelligent synthetic actors and the capacity to scale exercises across distributed environments.

Our solution

AI-powered synthetic agents and environment models built on compressed language and vision models, capable of running in classified, on-premises simulation infrastructure.

Results
  • More realistic and adaptive training scenarios
  • Scalable exercises across distributed sites
  • Reduced dependency on external cloud infrastructure for sensitive content

Secure Document Processing and Classified Information Handling

Defense organizations manage huge volumes of classified documents, reports and intelligence products that need to be processed, indexed and exploited without compromising security.

Our solution

Sovereign, on-premises Multiverse Computing language models for classification, summarization, search and translation of sensitive documents, deployable on air-gapped infrastructure.

Results
  • Faster processing and exploitation of classified content
  • Consistent classification and tagging across organizations
  • Full data residency and confidentiality, with no external dependencies

Battlefield and Field Medical Triage

In contested or remote environments, medical teams must perform triage with limited resources and rapidly evolving situations, often without reliable connectivity.

Our solution

Compressed multimodal AI models combining vision, biosignal and language inputs, deployable on portable devices for assisted triage and decision support in field conditions.

Results
  • Faster, more consistent triage decisions in the field
  • Functional without connectivity to remote services
  • Improved coordination with field hospitals and rear medical services
Why defense innovators choose Multiverse Computing
Multiverse Computing delivers domain-aware AI with the speed, security and scalability that defense operations require. We combine deep modelling expertise with proprietary optimization technology to produce mission-ready models that fit real defense hardware, infrastructure and confidentiality requirements.
European Defense Agency

European Defence Agency

  • CapTech Communication Information Systems and Networks
  • CapTech System of Systems, Battlelab, and Modelling & Simulation
  • CapTech Cyber Research & Technology
NATO

NATO

  • Transatlantic Quantum Community (TQC)
  • Research Task Group (RTG): Investigations of Military Applications of Quantum Computing
Fundación
Círculo

Fundación
Círculo

  • Spanish Defense Ecosystem
  • Cross-functional teams of quantum scientists, AI experts and defense strategists
  • Proven deployments across aerospace, ISR, maritime, cybersecurity and autonomous systems
Strategic Impact Areas
C5ISR and information superiority
Tactical and strategic communications
Cyber defense and post-quantum cryptography
Governance and advanced data analysis
Robotization and human-machine interfaces
Persistent platforms and space infrastructure
Edge computing and efficiency in operating environments

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Ready to deploy mission-critical AI?

Multiverse Computing helps defense innovators build AI capabilities that are faster, smaller, more secure and ready for the operational reality of modern missions. Talk to our team about deploying advanced AI on your platforms, in your infrastructure and under your security requirements.