Intelligent Vectors™ AI
Adaptive, embeddable, trustable intelligence in real time
Signals and waveforms are, literally, everywhere,
Unfortunately, the intelligence from these signals and waveforms isn’t getting to the warfighters, carriers, security managers, and scientists who need it.
DataShapes solutions leverage Intelligent Vectors™ AI,, a proven, hardware-agnostic, patented family of AI algorithms purpose-built to produce intelligence from any type of signal or waveform, anytime, anywhere—without the need for burdensome, specialized hardware.
A Different AI
Intelligent Vectors™ AI combines the precision of high-dimensional vectors with the abstraction concepts of neural nets to bring an elegant new approach to the AI-machine learning field. It’s an approach that allows for such computational efficiency that it works on generic, ”off-the-shelf” hardware, eliminating the requirement for costly proprietary hardware.
◢ Few-Shot TRAINING
Subject-matter experts can train IVAI “on-the-fly” at any time. It starts learning and adapts immediately—no waiting for mountains of training data or data scientists.
◢ Self-Learning
IVAI can train itself continuously—without any prebuilt models—to detect and report anomalies or changes in operating conditions.
◢ AUDITABLE
IVAI generates rich metadata that makes all results fully auditable and enables a deeper analysis and better understanding of any signal data.
Two Innovative IVAI Frameworks Support DataShapes Applications
CURE
CURE™ is a full software stack, few-shot training application framework supported by an IVAI kernel that enables real-time processing of signals and waveforms everywhere you are—on premises or at the near and far edge.
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InfiniteLoop
InfiniteLoop™ is the world’s first software application framework for autonomous, self-trained change or anomaly detection for all types of signals and waveforms—even in remote locations with limited compute and power resources and no internet connectivity.