TEchnology
Spectrum intelligence is a data problem.
Operators need “ground truth” data in real time wherever they are. But the usefulness of any data is only as good as the pipeline that delivers it. Creating a faster, smarter, agile, and much more efficient data pipeline is what we’ve done with GlobalEdge.
What We Do
Turn any signal and waveform into actionable information.
In the DataShapes AI approach to signals and waveforms, we learn the waves holistically—as shapes rather than relying on mathematical reductions or statistical derivations—hence, our name: DataShapes AI. The GlobalEdge AI platform is the only purpose-built AI for converting time- and frequency-based data from any signal and waveform into actionable information.
Monitor
GlobalEdge AI learns the spectrum environment autonomously and in real time. It detects and issues alerts for any new or unknown signals without the need for human involvement or pre-trained models. GlobalEdge AI supports passive, remote deployments with alerts via low SWaP satcoms; it supports conventional battlefield monitoring with alerts and data provided to TAK or other devices. GlobalEdge AI monitoring also lets users train and adapt models to recognize previously unknown signals—all in real time.
Identify
GlobalEdge AI identifies signals and informs users in real time. And, with on-the-fly, few-shot learning, operators can immediately adapt and modify their models right on the device they are using.
GlobalEdge DZ aggregates GlobalEdge data from distributed devices, building a continually updated common operating picture of RF spectrum activity.
Learn
With on-device, few-shot learning capabilities, GlobalEdge AI learns and builds new models in real time, using less than a second of data—an extremely important capability in today’s highly dynamic, threat-filled spectrum environment. Operators can use GlobalEdge AI to modify existing models and create new models in seconds.
How We’re Different
In the DataShapes AI approach to signals and waveforms, we learn the waves holistically—as shapes rather than relying on mathematical reductions or statistical derivations—hence, our name: DataShapes AI. The GlobalEdge AI platform is the only purpose-built AI for converting time- and frequency-based data from any signal and waveform into actionable information.
Use the Whole Wave
GlobalEdge AI captures and learns the whole wave, building a multidimensional representation of the whole signal or wave—an approach that preserves the fidelity of the sensor output and contributes to the performance of our solutions. For example, if we were classifying ocean waves, we would use measurements of wave height, speed, momentum, mass, and surface action to create a high fidelity, multidimensional representation.
From there, our patented Intelligent Vectors™ AI technology quickly generalizes the high-dimension representations and creates a continuously updated, highly efficient "knowledge map" that can quickly be compared with high-speed streams of incoming data.
Software Only
Our high fidelity learning approach and highly efficient data pipeline mean that we can deliver unprecedented performance and flexibility without expensive, heavy, power-hungry hardware, without large quantities of training data, and even without an internet connection.
GlobalEdge is a software-only, hardware-agnostic solution that can be embedded in any device or integrated with any tablet, computer, or system. GlobalEdge AI is designed to be rapidly deployable as both an executable and as containerized software; GlobalEdge DZ aggregates data from networked GlobalEdge devices to present a common operating picture.
Contact our solutions experts to discuss your needs.
DataShapes AI is working directly with warfighters, contractors, and OEMs to integrate GlobalEdge solutions into their systems and products.
Let's work together to solve the urgent RF spectrum challenges affecting our warfighters, critical infrastructure and communications enterprises today.