AI for Mission Critical Systems

OUR OFFERING

Active Vigilance is an AI software company that delivers state of the art solutions for the most challenging applications

Mission critical systems are among the toughest application areas for AI, because they combine a need for precision and accuracy while operating in unforgiving and high stakes environments. These applications are typically constrained in size, weight and power, and have limited training data. They operate in extremely hostile environments in the field, constantly subjected to threats from adversaries, and often operated by crews without AI expertise.

From spacecraft autonomy, industrial systems, to network intrusion detection, our tools work at the edge, in the field, and in the fight — supporting faster decisions, earlier warnings, and safer missions. Our solutions have been deployed on the ground, earth orbits, and on the moon from individual platforms to vast networked applications.

We partner closely with customers to tailor high-performance solutions that reduce cost and accelerate deployment. With efficient, explainable and self-assessing AI that performs under pressure, we help teams configure and scale autonomy as our tools earn operator trust and confidence.

More About Us

TECHNICAL FEATURES

Why We’re Different

Team of highly skilled scientists, engineers, and human-centered designers

Works with incomplete, noisy, or low-quality data

Agile and scalable computationally efficient algorithms

Supports continuous learning and dynamic reconfiguration

Designed for Low SWaP-C environments

Transparent AI systems—no black boxes

Flight-proven, mission-tested, and integration-ready

USE CASES

Our Frontline Capabilities

Spacecraft Operations

As spacecraft constellations scale and operational demands increase, failure isn't an option. We enable autonomy that’s safe, reliable, and transparent—empowering operators to make informed decisions while reducing cognitive and technical overload.

Onboard and Ground-Based TT&C Anomaly Detection
Real-Time System Diagnostics
Operator-AI Collaboration Interfaces
Local Autonomy for Edge Decision-Making

Cybersecurity

We defend mission-critical networks and systems from increasingly sophisticated attacks—before a breach becomes a mission failure.

Anomaly Based Network Intrusion Detection
Discovery of zero-day exploits
Data Integrity and Tamper Detection from Acquisition to End User
Mission-Aware Anomaly Detection

Conditional-based Maintenance

Conventional preventative maintenance is often inefficient, especially for high-value, distributed systems. Our AI-driven condition-based maintenance enables targeted, predictive actions—extending asset life, reducing logistics burden, and driving down costs across the asset lifecycle.

Predictive, Preventative, and Corrective Maintenance
Operational Efficiency through Fault Forecasting

Maritime Domain Awareness

The maritime domain is vast, dynamic, and increasingly contested. We fuse multi-modal sensor data to detect threats and track activity across open waters, littoral zones, and choke points—delivering actionable intelligence where traditional monitoring can’t keep up.

Multi-Sensor (RF, Radar, EO, Acoustic) Data Fusion
Anomaly Detection Across Maritime Patterns
Cross-Domain Integration with Space-Based Sensors

Space Domain Awareness

Space is no longer a sanctuary—it’s a contested domain. We detect, characterize, and respond to threats in orbit to help customers maintain a clear, real-time understanding of the operational environment in space.

Own-Ship Situational Awareness
Detection and Tracking of Adversarial Assets
Radio Frequency and Electro-Optical Data Fusion
Space-Based Anomaly Detection and Characterization

Autonomous Vehicles

From land to sea to sky to orbit, we equip autonomous systems with onboard intelligence to operate without constant connectivity. Our tools process data at the edge—enabling faster response times, mission persistence, and greater operational independence.