VESS Unveils TRUMARK Annotator: A New Standard for Accelerated AI Model Training
November 2025 - Sullivan County, NY
VESS is proud to announce the official release of TRUMARK Annotator, a next-generation AI training and annotation platform designed to dramatically accelerate the development of visual detection algorithms for defense, security, and industrial applications.
First showcased at VESS’s annual October Technology Demonstration Day, TRUMARK Annotator was presented alongside the company’s newest advancements in unmanned systems, perception technologies, and automated sensing tools. The event brought together representatives from across the government and industry innovation ecosystem, including members of the U.S. Marine Corps, U.S. Army, major distributors, and VESS’s industry partners.
Purpose-Built for Rapid, High-Accuracy AI Training
Developed over 13 months, TRUMARK Annotator allows users to:
Semi-autonomously label imagery and video
Train custom EO and IR detection models
Rapidly generate new datasets for mission-critical sensing applications
Iteratively improve algorithm performance in real time
To date, TRUMARK Annotator has successfully trained more than 25 object classification models, including:
Aircraft
Ground vehicles
Personnel
Drones for C-UAS applications
Structural anomalies in buildings and infrastructure
Its intuitive workflow enables both technical and non-technical users to build high-quality datasets, reducing the typical AI training timeline from months to weeks or even days.
Integration Across Missions and Platforms
TRMARK Annotator is fully open architecture and designed for seamless integration with:
EO/IR sensor systems
ISR platforms
Automated inspection tools
UAS/UAV payloads
Situational awareness platforms
C-UAS detection systems
The platform supports both standalone use and enterprise-scale deployment, enabling rapid scaling across organizations that require continuous model refinement.
Availability
TRUMARK Annotator is now available through:
Direct procurement from VESS
Authorized government and industry distributors
Partner service providers offering integrated solutions
Organizations interested in evaluation or integration can contact VESS for demonstrations, technical briefings, or pilot program participation.
About VESS
Viele Exploratory Sustainable Solutions (VESS) is a multi-domain R&D organization specializing in advanced unmanned systems, autonomy, AI/ML perception, and next-generation defense technologies. With a portfolio of independently developed products and ongoing collaborations across government and industry, VESS focuses on delivering practical, high-performance solutions tailored to complex operational environments.