Next-Gen Computer Vision and Synthetic Data Solutions for Government

Lexset delivers advanced synthetic data solutions and custom Computer Vision (CV) models purpose-built for the public sector, with a focus on defense, intelligence, and national security. Our TRL 9 platform, Seahaven, enables government agencies and defense partners to rapidly field AI-powered CV models for mission-critical applications. These include object detection, automated threat recognition, ISR (Intelligence, Surveillance, and Reconnaissance), and decision-support systems across multiple operational domains—from aerial and maritime surveillance to low-visibility, contested environments.

Current CV training datasets used in defense are often limited in scale, diversity, and relevance, making it difficult for AI models to perform reliably in real-world conditions. Seahaven directly addresses these shortcomings by enabling the creation of high-fidelity, physics-based synthetic datasets that closely match operational conditions. Users can simulate humans, vehicles, terrain, weather, and edge-case scenarios across a wide variety of sensors including EO, IR, Thermal, Radar, SONAR, and Synthetic Aperture Radar (SAR).

Lexset goes beyond data generation. We work directly with public sector customers to train and fine-tune custom CV models using our synthetic datasets. These models consistently outperform those trained on real-world data alone, achieving up to 3x higher mean average precision (mAP) and reducing time-to-deployment by over 12x. Our domain-matching technology ensures data aligns closely with actual mission environments, enabling faster AI model iteration cycles, improved generalization, and higher reliability under operational stress.

Lexset also offers Oceania, an suite of AI-driven video analytics tools that can be specifically adapted to unique use cases. Oceania transforms how defense and intelligence teams process and act on sensor data. By integrating synthetic data generation, multi-sensor fusion, and AI-assisted analytics, Oceania enables custom autonomous, real-time interpretation of complex operational environments. It leverages Retrieval-Augmented Generation (RAG) to deliver context-rich intelligence insights and applies cutting-edge AI for object detection, anomaly identification, and activity recognition. Unlike traditional video analytics systems, Oceania uses reinforcement learning and natural language interaction to dynamically adapt to evolving mission demands—empowering analysts to ask questions, refine queries, and extract critical information faster and more intuitively than ever before.

Our solutions are already enhancing CV model performance for leading security companies, and the same capabilities are directly applicable to defense use cases. Whether developing AI for sensor fusion, perimeter defense, reconnaissance drones, or autonomous systems, Lexset equips the public sector with the tools to build adaptable, scalable, and accurate AI vision systems—faster and more efficiently than ever before. With Seahaven and Oceania, the future of defense AI is not only possible—it’s operational.