NEO is the living perception and reasoning core that future systems plug into.
Robots. Drones. Autonomous vehicles. Industrial machines. Wearables.
One intelligence layer. Infinite platforms. Full ownership.
Built for companies that need more than a black-box model. NEO is a complete, edge-native perception and reasoning stack that sees, remembers, decides, and speaks with transparency, control, and ownership designed in from the ground up.
NEO fuses camera, depth, pose, object detection and environmental signals into a continuous living scene model. It tracks humans, vehicles, objects and spatial relationships with temporal stability on edge devices.
Observations are stored, compressed and summarized across time. Recent detail stays high-resolution. Medium-term patterns compress. Lifetime habits become durable knowledge without constant retraining.
NEO evaluates whether a situation warrants attention, runs targeted searches when value is high, and stays silent when nothing important is happening. Intelligence that feels alive rather than chatty.
Threat, weapon-in-hand, approaching vehicle, group density and environmental anomaly detection are first-class. High-priority signals surface immediately with clear, calm language for real operations.
Operators speak. Systems listen. NEO answers with full scene context, memory and current state. The same conversational layer can wire directly into robot, vehicle or control-room interfaces.
Bring-Your-Own-Key architecture. The intelligence runs on the customer’s chosen model provider and credentials. No vendor lock-in. Full ownership of the reasoning layer.
Hardware moves. Sensors stream. Actuators fire.
NEO sits in the middle: seeing, understanding, deciding and speaking across physical reality and digital context.
Camera, LiDAR, depth, screen and sensor streams become coherent real-time scene understanding.
Context, memory, predictive models and proactive search turn raw data into actionable intelligence.
Natural language in and out. Operators and downstream systems receive clear, contextual output.
BYOK architecture. Enterprises keep full ownership, privacy and control of the intelligence layer.
Concrete integration patterns. NEO becomes the brain on top of existing hardware and software stacks.
NEO ingests multi-camera and sensor feeds, builds continuous scene understanding (pedestrians, vehicles, anomalies, intent), and layers natural-language status plus predictive alerts into the vehicle decision stack or fleet console. Operators receive spoken context instead of raw alerts.
On a mobile robot or manipulator, NEO fuses onboard vision with task context. It recognizes objects, people and environmental changes, maintains long-term spatial memory of the facility, and answers natural queries like “Is the loading bay clear?”
Real-time aerial perception layered with mission awareness. NEO detects vehicles, people, structures or anomalies from the drone feed, maintains flight-area context, and streams spoken or structured intelligence back to the pilot or autonomous controller.
Fixed and mobile cameras feed NEO. It continuously monitors production lines, safety zones and facility status. Operators receive proactive alerts and can ask natural questions about current state or historical patterns without building a new vision pipeline.
NEO becomes the intelligent layer on top of existing CCTV or body-worn systems. It tracks people and vehicles, flags anomalies, maintains memory of individuals and locations, and delivers real-time spoken or text intelligence to security teams.
Any camera-equipped device (helmets, glasses, mobile robots, handheld units) can run NEO as its perception and reasoning core. Edge-native design keeps latency low while enabling rich conversational and proactive intelligence.
Serious platforms need more than impressive demos. They need control, reliability and ownership.
Designed to run close to the sensors. Low latency. Offline-capable core loops. Cloud is optional enhancement, not a dependency.
Bring-Your-Own-Key. Your model provider. Your credentials. Your data stays under your control. No hidden middleman.
Priority systems, cooldowns and silence rules prevent the intelligence from becoming noisy or unpredictable in operational environments.
Object detection, pose, vehicle tracking, human awareness, room classification and proactive insight generation are already battle-tested in the live core.
Tiered observation storage with compression and summarization. Clear structure. Controllable retention. Transparent to integrators.
API hooks, middleware interfaces, private deployments and specialized sensor fusion paths are available for enterprise and autonomy teams.
NEO is designed to be embedded. We work with enterprises, robotics teams, autonomy companies and system integrators to layer NEO intelligence into existing or next-generation platforms. Custom perception pipelines, private deployments, specialized memory models and tight middleware integration are all possible.
Whether you are building the next generation of robots, vehicles or industrial systems, NEO can become the intelligence layer that makes them aware.
Ready to layer advanced perception and reasoning into your robots, drones, vehicles or enterprise systems?
Tell us about your platform. We will explore the integration.
ENTERPRISE // CUSTOM INTEGRATIONS // FUTURE SYSTEMS
SYRAVISION // 2026