InfiniteLoop

"Always-on,” self-learning software application framework for autonomous monitoring and anomaly detection

For agencies that need continuous, autonomous monitoring and anomaly detection for their data streams, cyber, or remote physical assets, InfiniteLoop™ provides auditable AI that learns "on the job.”

InfiniteLoop works with any type of sensor data as a cloud service or as serverless software that's embedded in sensor devices at the edge. InfiniteLoop is self-learning, forming a dynamic model of normal behavior in real time, without human intervention.

Who needs InfiniteLoop?

All branches of the Department of Defense, local and federal intelligence agencies, security and law enforcement, federal, state, and local governments monitoring infrastructures, fleets, and critical systems, urban safety, communications, refinery regulators, grid operators, water/sewer agencies, and electrical utilities.

InfiniteLoop Use Cases

Remote Anomaly Detection

  • Government agencies need AI to continuously monitor for anomalies and keep watch for threats in remote or inaccessible urban and rural locations, on land, in the air, under sea, or out in space.

  • Low-power, device-embeddable software that continuously monitors all types of sensor waveforms and signals, InfiniteLoop reports anomalies without human intervention. By integrating with any low-power satellite communications device, DataShapes can easily support deployment of InfiniteLoop in ultra- remote locations that have limited power and no connectivity.

Anamoly Detection Anywhere

  • Government agencies need a way to detect anomalies in the signals emitted by machines and infrastructure at the edge.

  • InfiniteLoop monitors, detects, and reports anomalies in all types of waveforms and signals. Unlike current AI offerings, InfiniteLoop is autonomous—it learns by itself, without the need for human training or prebuilt models. It continues to learn and adapt over time, adjusting the definition of “normal” as it continues to monitor, detect, and report abnormal events.

Cyber Anomaly Detection

  • Cyber attacks are no longer confined to data centers. Attackers are exploiting vulnerabilities in edge devices that threaten assets at every level of government.

  • Continuous monitoring of all vulnerable edge devices by InfiniteLoop, an autonomous, embeddable software solution that learns IP packet behavior on its own—no need for preconfigured models or humans to train—and sends alerts when it detects any abnormal packet behavior.

See InfiniteLoop in Action

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