SAGIO - AI where it Matters

At SAGIO, we are dedicated to integrating cutting-edge AI innovations with the best of foundational problem-solving strategies. We embrace technology transparency and strive to merge advanced AI methods with proven engineering practices to create customized solutions. Our motto,

AI where it matters

signifies our dedication to finding the most effective solutions for every unique challenge we encounter.

SAGIO was founded as a spin-off from the Institute of Flight Systems at the University of the Bundeswehr Munich. With deep roots in AI and optimization for unmanned aerial systems, our team combines academic excellence with practical aviation expertise. This foundation empowers us to address complex, real-world problems with innovative, high-impact solutions.

Technology Stack

Platforms

Whether it's for surveillance, mapping, or specialized mission tasks, we offer flexible airframe options—from multicopters to fixed-wing platforms. Our solutions are designed to meet diverse operational requirements and can also be integrated into your existing systems.

Multicopter – Versatile systems supporting up to 20 kg payloads and 20 km range
E-VTOL – Modular payload platforms with ranges exceeding 200 km
Bring Your Own Platform – We integrate our solutions into your existing systems

Sensors

We provide modular, gimbalizable sensor technologies designed for real-time imaging across a wide range of mission profiles. Our systems support seamless integration and can interface with both new and existing sensor payloads.

Hyperspectral – Snapshot-ready imaging for material analysis and detection
EO/IR – Day-and-night visual sensing for surveillance and reconnaissance
Radar - All-weather detection to complement optical systems

Edge Computing and AI

Enable real-time decision-making with AI processing directly at the edge—minimizing latency, reducing bandwidth demands, and removing reliance on cloud infrastructure. Ideal for time-critical and bandwidth-constrained missions.

Target Detection and Classification
Hyperspectral Data Analysis
Multi-Target Tracking and State Estimation
Sensor Resource Management
Communication Planning

Communication and System Integration

From handheld radios to advanced MANET systems, we provide robust communication solutions tailored to operational demands. Our technology stack supports reliable, low-latency data streaming with minimal overhead—ensuring seamless connectivity across domains.

MANET Datalinks – e.g., Silvus StreamCaster Series
5G and LTE wireless connectivity
Support for legacy communication links
Streaming via RTSP and WebRTC
Integration with ground control and battle management systems

Software Defined Perception Framework

Our Software-Defined Perception Framework unifies sensors, platforms, edge AI, and communication into a cohesive architecture. Designed for rapid iteration and agile development, it enables seamless integration, real-time adaptability, and continuous improvement—ensuring mission readiness across evolving operational needs.

Modular architecture for sensor and platform integration
Scalable edge AI pipelines for onboard data processing
Abstraction layers for flexible communication management
Open interfaces for rapid prototyping and system evolution
Mission-oriented workflows to support dynamic deployment scenarios

Applications

System

Real-Time Hyperspectral
UAV

Our Snapshot-capable Hyperspectral UAV is a scalable modular solution that enables real-time decision making at the edge.

Flexible airframe options for various mission profiles – from small UAVs to larger platforms.
Smart Gimbal & Sensor Sync – Effortless aiming, auto-capture, and adaptive exposure .
Onboard AI – Processes 10+ Gbit/s sensor data in real time for instant object detection and classification.
Streaming & Network Integration – Seamlessly stream and integrate into existing infrastructures.

Module

Visual Interaction

Our Visual Interaction Module is an innovative UAV control system that enables intuitive drone operation through natural gestures — eliminating the need for conventional remote controls or datalinks. This novel approach significantly enhances user accessibility and interaction by translating simple physical movements into precise flight commands.

Powered by advanced sensors and real-time AI algorithms, the system interprets gestures with high accuracy, offering a seamless and immersive control experience. It opens new possibilities for UAV operation in environments where traditional control methods are impractical or too complex.

Research and Development

Sensor Oriented Teaming

Sensor-oriented teaming of UAVs enables multiple drones to operate as a coordinated network, significantly boosting sensor performance and mission effectiveness. By sharing data from diverse sources—such as radar and electro-optical/infrared (EO/IR) systems—these UAVs work collaboratively to build a comprehensive and dynamic situational picture.

This cooperative sensing approach enhances target detection, tracking, and classification, while also increasing coverage and resilience against sensor blind spots or adverse environmental conditions. Through real-time data fusion and adaptive tasking, sensor-oriented teaming leverages the unique capabilities of each platform, delivering actionable insights well beyond what a single UAV could achieve independently.

Research

Radar Resource Management

Radar Resource Management (RRM) is essential for optimizing modern radar performance through the dynamic allocation of resources such as power, bandwidth, and processing capacity. This becomes even more critical in large-scale system-of-systems scenarios like the Future Combat Air System (FCAS), where numerous radar systems operate in parallel.

SAGIO provides advanced algorithms specifically designed for such multi-radar environments. These algorithms enable coordinated resource sharing and intelligent teaming among systems, allowing radars to operate collaboratively rather than in isolation. This cooperation significantly enhances detection, tracking, and classification performance while minimizing interference—even in highly complex and contested operational environments.

Research and Development

Counter-UAS Solutions

Counter-UAS (Unmanned Aerial Systems) solutions are critical for detecting, tracking, and neutralizing unauthorized or hostile drones. These systems leverage advanced technologies—such as radar, electro-optical/infrared sensors, and RF detection—to monitor drone activity and protect critical infrastructure. Mitigation strategies may include jamming, spoofing, or kinetic interception to ensure airspace security.

The SAGIO Framework provides advanced solutions by applying AI and optimization techniques to fuse data from multiple sources and available systems. This integrated approach enables intelligent threat assessment and identifies the optimal countermeasure for each scenario—minimizing risk and maximizing operational effectiveness.

References

Universität der Bundeswehr München

Platforms

Sensors

Edge Computing and AI

Communication and System Integration

Software Defined Perception Framework

Applications

References