Data structuring
ML Training & Fine-tuning
ML Inference
M&S
AI Capability Deployment
Deployment Vehicles
AI Model Obsolescence – A New Type of Digital Arms Race
Much like in the world of cybersecurity where vulnerabilities are constantly being found and exploited, requiring a constant stream of new security patches and antivirus updates.
We now must do the same in the domain of computer vision AI by continuously creating new datasets with better data and re-training AI models to maintain overmatch capabilities for any of our deployed computer vision AI technologies.
Solving for AI model obsolescence this way ensures we can contend with the exponential growth in the amount and quality of AI models available for use by us and our adversaries, enabling our mission partners to obtain and maintain visual information dominance.
The Problem – Capabilities Gap for Rapidly Advancing Computer Graphics/Vision Technology
Unlike text and code where AI can handle vast amounts of data with minimal data structuring needs, Computer Vision AI requires massive amounts of domain specific structured datasets, that constantly need to be updated with novel types of data to account for new sensor types and sensing modalities.
Platform sensor deployments and downstream sensor fusion that have been deployed for decades are now being made obsolete in weeks, while AI autonomous capabilities now require a constant updating to maintain operational overmatch in contested environments in a new 4D spatial awareness paradigm.
HOW WE HELP CREATE PURPOSE BUILT COMPUTER VISION AI
VectorField Is Your Force Multiplier To Leverage Computer Vision AI To Support Your Mission Needs.
Your mission data structured near real time to deploy mission relevant AI that you can depend on in contested environments.
Dedicated high-dev digital factories in your providence to enhance your organizations operational capabilities.
Cleared end-to-end integration, training and tech support from use-case discovery to deployment on prem and in the cloud.
Core Platform Capabilities
Capture Structure Train Deploy
Unified Platform Architecture
Data Structuring, AI Training/Fine-Tuning/Inference, Digital Twin Creation, M&S all in one unified platform.
High-Dev Cloud Native
Scalable, secure infrastructure deployable across classification levels and operational environments in a zero-trust ecosystem.
Omni Plenoptic Sensor Fusion
Constantly advancing multi-modal data integration across existing and emergent sensor types beyond 2D data for novel spatial situational awareness capabilities in 4D/6DOF.
Continuous AI Development
Continuous AI model training & fine-tuning leveraging near Realtime data to enable overmatch capabilities in contested environments.
Digital Twin M&S Ecosystem
Physically accurate digital twin creation leveraging structured data & ML inference pipelines paired with ABM frameworks for Autonomous AI development work.
Cognitive Security
Next-gen Liveliness, Bio-Authentication & Deepfake detection capabilities to service national security imperatives.
Our First Commercial Venture Out of Stealth
Putting Humans At The Core Of The AI Value Chain