Origin AI (Origin Wireless)

Origin Story and Technological Foundation

The underlying science behind Origin AI originated in 2009 during a DARPA-funded research project led by Dr. Ray Liu, a Distinguished University Professor at the University of Maryland, College Park. Dr. Liu and his research group were tasked with solving complex multipath signal interference and cancellation challenges in metallic and confined submarine communications.

Upon solving the multipath interference conundrum, Dr. Liu realized that the fine-grained signal changes caused by physical motion could be re-engineered to map indoor environments with high accuracy. In 2013, Origin was established to commercialize this discovery. The research team developed proprietary AI analytics engines capable of interpreting changes in Channel State Information (CSI) from standard Wi-Fi hardware. By treating wireless signal reflections as environmental continuous probes, Origin AI achieved centimeter-level spatial accuracy, creating the foundation for commercial ambient motion sensing, human presence detection, and contactless health monitoring.

Core Technology: AI Sensing Engine

Origin AI’s core platform utilizes patented algorithms and advanced machine learning models that extract physical dynamics from Wi-Fi signals. When humans or objects move through a room, they cause subtle disruptions, reflections, and shifts in ambient radio waves.

The Motion AI Engine processes these variations in real time to perform specific core sensing functions:

• Verified Human Presence: Distinguishes between actual human motion and environmental noise, pets, swinging curtains, or HVAC air circulation.
• Localization and Tracking: Maps where movement occurs inside a structure, enabling room-level or multi-zone detection through existing Wi-Fi access points.
• Micro-Motion Detection: Captures non-verbal micro-movements, including breathing patterns, chest movements, sleep cycles, and rapid physical events like sudden falls.
• Privacy-First Architecture: Eliminates the need for visual cameras, microphones, or intrusive wearable hardware, preserving privacy in sensitive environments such as bedrooms, bathrooms, and eldercare facilities.

Products and Key Solutions

Origin AI delivers its technology through platform engines, software development kits (SDKs), cloud services, and turnkey application solutions targeted at internet service providers (ISPs), security platforms, smart home device makers, and healthcare providers.

1. TruShield Security

TruShield Security is Origin AI's flagship hardware-free security platform. Designed to turn standard ISP Wi-Fi routers into security monitoring hubs, TruShield converts ambient Wi-Fi signals into a comprehensive physical security grid.

• Verified Human Presence Detection: Validates physical intrusions before dispatching alerts, reducing false alarm rates that plague traditional Passive Infrared (PIR) motion sensors.
• Whole-Home Motion Detection: Leverages connected IoT devices—such as smart speakers, smart plugs, and connected light switches—to eliminate internal blind spots across entire multi-story residences.
• App and Ecosystem Integration: Integrates into mobile applications and smart voice ecosystems, supporting automated arming/disarming, geofencing, and voice controls through Amazon Alexa, Google Assistant, and Apple Home.
• Turnkey ISP Deployment: Designed with a modular software stack that integrates directly into router firmware and ISP service offerings, enabling telecom providers to offer value-added home security services.

2. Home Security Solutions (DIY and DIFM)

Origin AI provides customizable software engines tailored for both Do-It-Yourself (DIY) and Do-It-For-Me (DIFM) security providers.

• DIY Security Platforms: Enables consumers to deploy plug-and-play security setups through existing hardware with minimal configuration, reducing equipment purchase costs.
• DIFM & Professional Monitoring: Integrates with professional monitoring dispatch centers and central alarm stations. The Motion AI engine provides situational context—confirming whether a person is actively moving inside the premises after an alarm trigger—to help dispatchers verify emergencies.

3. Health & Wellness Monitoring

Origin AI’s micro-motion sensing capability forms the basis of non-wearable, contactless health monitoring solutions targeted at senior care and remote patient management.

• Fall Detection & Verification: Detects sudden changes in signal reflection characteristic of human falls, alerting caregivers or emergency contacts immediately without requiring the individual to wear a panic button.
• Sleep & Vital Sign Tracking: Measures respiration rates and sleep stage dynamics continuously throughout the night while the user sleeps normally in bed.
• Activity & Routine Analytics: Monitors daily activity patterns and identifies subtle behavioral anomalies, such as changes in mobility or extended periods of inactivity.

4. Smart Home Automation & Ambient Intelligence

Beyond security and health, Origin AI licenses its sensing engine to lighting manufacturers, HVAC providers, and smart home platform creators.

• Contextual Automation: Automatically adjusts thermostats, turns off ambient lights, or locks smart doors when human departure or room occupancy is confirmed.
• Energy Management: Optimizes residential and commercial energy use by dynamically controlling heating and cooling based on real-time presence detection rather than static schedules.

Market Positioning and Industry Impact

Origin AI operates primarily through a B2B and B2B2C licensing model. Rather than marketing standalone consumer hardware, the company partners with major ecosystem players, including global internet service providers, router manufacturers, security companies, and consumer electronics brands.

Supported by a portfolio of over 150 patents, Origin AI plays a foundational role in the evolution of standard Wi-Fi networks into spatial-awareness platforms, driving the convergence of connectivity, edge AI, and smart space automation.