// UNMANNED SYSTEMS AND NEXT-GEN WARFARE TERM
Maven Smart System
The Maven Smart System is a Department of Defense AI platform that uses computer vision and machine learning to analyze vast amounts of aerial imagery and video from drones. It automatically detects, classifies, and tracks objects of interest, helping human analysts process intelligence data much faster.
TECHNICAL DEFINITION
The Maven Smart System, an initiative of the DoD's Project Maven (also known as the Algorithmic Warfare Cross-Functional Team), is an AI-enabled C4ISR platform that leverages machine learning and computer vision algorithms for automated object detection and classification within ISR data streams, primarily full-motion video (FMV) from UAVs, to accelerate intelligence analysis and targeting cycles in support of JADC2.
BACKGROUND
Project Maven is a United States Department of Defense initiative launched in 2017 to accelerate the adoption of machine learning and data integration across U.S. military intelligence workflows, specifically in intelligence, surveillance, target acquisition, and reconnaissance as well as in geospatial intelligence. It initially focused on applying computer vision for processing images and videos for intelligence purposes. Currently, the program operates under the National Geospatial-Intelligence Agency (NGA) and encompasses multiple applications across the Department of Defense spanning military operation targeting support, data integration and visualization for analysts, and training machine learning models on labeled datasets of military assets and infrastructure. It integrates data from drones, satellites, and other sensors to flag potential targets, present findings to human analysts, and relay their decisions to operational systems.
READ MORE ON WIKIPEDIASYNONYMS & ALIASES
- Project Maven
- AWCFT
- Algorithmic Warfare Cross-Functional Team
- Maven
- Smart System
- Project Maven Smart System
USAGE NOTE
Maven is frequently referenced as a foundational DoD program demonstrating the operational application of AI and machine learning to ISR data analysis.
DEVELOPERS
Organizations developing technology related to Maven Smart System.
A U.S. combat support and intelligence agency that took over management of Project Maven. The NGA is responsible for collecting, analyzing, and distributing geospatial intelligence (GEOINT), making it the primary government body overseeing the Maven system's development and deployment.
A software company specializing in big data analytics. Palantir's Gotham platform is used to integrate and analyze vast, disparate datasets for intelligence and defense purposes. They became a key contractor for Project Maven after Google's departure, providing the software backbone for the system.
A defense technology company focused on AI-powered hardware and software. Their Lattice OS platform is designed to fuse data from various sensors into a single, interactive 3D battlespace, directly aligning with Project Maven's goal of using AI to analyze sensor data and identify objects of interest.
An AI company that provides data labeling and annotation services essential for training machine learning models. Scale AI has secured major contracts with the U.S. Department of Defense to provide high-quality training data for computer vision systems, a core component of Project Maven.
A major technology corporation that provides secure cloud computing infrastructure (Azure Government) and AI development tools to the DoD. They are a key partner in hosting the vast datasets and running the complex machine learning models required for systems like Maven.
The cloud computing subsidiary of Amazon, providing secure and accredited cloud infrastructure to the U.S. government and military. AWS offers the necessary compute power, storage, and AI/ML services to support large-scale intelligence data analysis projects like Maven.
A major defense contractor and information technology services provider. L3Harris specializes in intelligence, surveillance, and reconnaissance (ISR) systems, including the sensors that collect data and the advanced analytical tools used to process and exploit that data, contributing to programs like Maven.
A global defense, aerospace, and security company with significant expertise in AI and data analysis for military applications. They develop and integrate multi-intelligence analysis tools and systems designed to process and exploit ISR data, supporting the capabilities sought by Project Maven.