Intelligence for machines that move.

Ravn Robotics develops embodied AI software that enables robots, drones, and unmanned systems to perceive their environment, reason through uncertainty, coordinate across fleets, and act in real time at the edge.

Explore the Technology
Built for defense operations, industrial automation, aerial systems, and mission-critical robotics.
Technology

A complete autonomy layer for the physical world.

Perception

Real-time scene understanding from cameras, LiDAR, radar, thermal, and inertial sensors.

Reasoning

Context-aware decision logic that adapts to changing conditions and unexpected inputs.

Control

Closed-loop autonomy for navigation, manipulation, and physical task execution.

Coordination

Multi-agent intelligence for fleets, swarms, and distributed sensor networks.

Oversight

Human-in-the-loop command, audit, and override built into every layer.

Most machines still wait to be told what to do.

Ravn closes the gap between capable hardware and field-ready autonomy.

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Where Ravn operates

Built for environments that punish hesitation.

Defense and Security

Autonomous reconnaissance, unmanned systems, perimeter monitoring, target tracking, and degraded operations.

Industrial Robotics

Adaptive arms, collaborative robots, machine tending, quality inspection, and flexible manufacturing.

Aerial Autonomy

Drone navigation in GPS-degraded environments, object tracking, inspection, and multi-drone coordination.

Critical Infrastructure

Persistent robotic monitoring for energy sites, ports, mines, rail networks, and logistics hubs.

Public Safety

Disaster zones, hazardous site assessment, search and rescue support, and remote evaluation.

Sensor Networks

Distributed sensing with shared situational awareness and live operator context.

Mission Autonomy

Task planning and execution when terrain, lighting, targets, or networks change.

Human Oversight

Dashboards, live telemetry, alerts, override, compliance, and audit records.

The Ravn Autonomy Stack

Modular intelligence, designed for hardware that already exists.

Ravn is not a robot. It is the intelligence that runs inside one. The stack runs on the machine, not in the cloud, and integrates with robots, drones, and industrial systems already in operation.

View the Stack
Platform architecture

Six layers. One mission-capable stack.

Cameras, LiDAR, radar, thermal, IMU, GPS, acoustic, and industrial telemetry feed a common interface.

Layer 1
Sensor Interface

Object detection, tracking, segmentation, environment mapping, and anomaly detection.

Layer 2
Perception Engine

Task planning, decision ranking, intent inference, and environmental adaptation.

Layer 3
Reasoning Layer

Navigation, manipulation, path planning, obstacle response, and mission execution.

Layer 4
Autonomy Controller

Swarm coordination, shared situational awareness, and distributed mission logic.

Layer 5
Multi-Agent Layer

Operator dashboards, live telemetry, alerts, override, compliance, and audit records.

Layer 6
Human Command Layer
What separates us

Designed for the field, not the demo.

The goal is not to replace hardware. The goal is to make it mission-capable under real conditions, with humans in command.

Edge-First

Autonomy runs on the machine. Decisions do not wait for a server.

Platform-Agnostic

Ravn integrates with existing robots, drones, sensors, and industrial systems.

Why Ravn

Autonomy that stays accountable

Every capability is built for uncertainty, supervision, and coordinated action.

Why edge-first autonomy?

Latency, bandwidth, and connectivity stop being single points of failure when decisions run on the machine.

How does Ravn protect existing hardware investments?

Ravn is platform-agnostic software that makes deployed robots, drones, sensors, and industrial systems smarter without replacing them.

How does human supervision work?

Autonomous actions are observable, explainable, and overridable through command interfaces and audit records.

Can Ravn coordinate fleets?

The stack is built for fleets, swarms, and mixed teams of machines that share context and act in concert.

What platforms can Ravn support?

Ground robots, aerial systems, manipulators, sensor networks, and industrial automation platforms.

Where does Ravn operate?

Defense, industrial robotics, aerial autonomy, critical infrastructure, and public safety response.