What Entropy Robotics does

Entropy Robotics is a private company that delivers plug-and-play AI software and hardware for autonomous drone operations. Its core offering is a drone-agnostic Autonomy Stack built on the open-source PX4 and MAVLink flight control protocols, designed to separate the airframe from the intelligence layer so that any compatible drone can be turned into an autonomous system without hardware redesign. The stack is anchored by three software products: Edge Intelligence, which runs real-time computer vision, object detection, and visual-inertial navigation onboard the drone at up to 45 fps without cloud or GPS dependency; Command Hub, a central platform for mission planning, fleet coordination, device management, and over-the-air updates; and Intelligence Loop, a closed-loop ML pipeline that uses field-collected mission data to retrain models and redeploy them to the fleet. These are complemented by the Entropy Robotics Compute Unit, a proprietary low-SWaP edge AI hardware module, and a set of vertical solutions targeting power and gas compliance (EPA Methane Rule, EU Directive 2024/1203), infrastructure inspection, livestock management, and drone manufacturer integration.

The company monetizes through three streams: recurring software licensing of the autonomy stack, sale of its edge AI compute hardware, and professional services for full implementation from development to deployment. Pricing is enterprise quote-based with annual billing cadence and is not publicly disclosed; lead capture is driven through Calendly demos, gated Starter Kit downloads, and segment-specific capability decks. Distribution is direct enterprise sales targeting four primary segments: drone manufacturers seeking autonomy without in-house R&D investment, energy operators requiring continuous methane and compliance monitoring, infrastructure operators running autonomous inspection, and livestock ranchers managing remote herds. The company has announced a strategic collaboration with SRI International (March 2025) to advance GPS-denied navigation research and has added a Defence use-case page to its website, indicating expansion of its addressable vertical set.

Name

Entropy Robotics

Legal name

Entropy Robotics

Website

https://entropyrobotics.ai

Company type

Private

Operating status

Operating

Short description

Entropy Robotics is a private company that sells a drone-agnostic edge AI autonomy stack, including onboard software, a fleet command hub, a continuous-learning loop, and proprietary compute hardware, to drone manufacturers and operators in energy, infrastructure, livestock, and defence verticals.

Ownership category

akta.pro rank

Product category

Drone Autonomy Software

NAICS

Search, Detection, Navigation, Guidance, Aeronautical, and Nautical System and Instrument Manufacturing (334511), Computer Systems Design and Related Services (54151), Computer Systems Design Services (541512), Custom Computer Programming Services (541511)

SIC

Search, Detection, Navagation, Guidance, Aeronautical Sys (3812), Services-Computer Integrated Systems Design (7373)

akta.pro primary industry

Autonomy Software, AI & Mission Management (UAS/UXV) (IMABAIAH)

akta.pro secondary industries

Aerial Robotics (Drones & UAV Autonomy) (HDAAAIAG), Robot Software, Autonomy Stacks & Simulation (ROS, digital twins) (HDAAAIAK), Robot Hardware, Actuators & Components (sensors, grippers, motors) (HDAAAIAL)

Keywords

• Autonomous drone software
• Edge AI robotics
• Drone autonomy stack
• Unmanned aerial systems
• AI drone inspection

GTM type

B2B

Offering type

Software

Cost components

Technology or R&D, Personnel, Infrastructure, Operations, Marketing or Sales, Supply Chain

Revenue model

1. Software Autonomy Stack Licensing: Licensing of drone-agnostic edge AI software stack to drone manufacturers and operators. The software transforms existing drones into autonomous systems without requiring hardware changes. Revenue likely includes initial integration and ongoing software subscription components.
2. Compute Unit Hardware: Sale of proprietary Edge AI compute modules designed for drone integration. Low SWaP (Size, Weight, and Power) units optimized for onboard AI processing.
3. Professional Services: Full drone implementation services from development to deployment offered to customers. Includes integration support and operational transformation services.

Pricing tiers

Go-to-market motion1 record

Distribution channels1 record

Marketing channels4 records

Core offering

Entropy Robotics delivers a drone-agnostic edge AI autonomy stack that turns existing UAVs into autonomous systems without hardware replacement. The stack consists of Edge Intelligence onboard software, a Command Hub for fleet and mission management, and an Intelligence Loop for continuous model training and OTA redeployment, supported by a proprietary low-SWaP Edge AI Compute Unit. The company also provides full implementation services from development through deployment for drone manufacturers, energy operators, infrastructure companies, and ranchers.

Product overview

Entropy Robotics offers a modular autonomous drone platform built on three core products: Edge Intelligence (onboard software for real-time autonomous operation), Command Hub (fleet management and mission orchestration), and Intelligence Loop (continuous AI model improvement). These are delivered alongside the Entropy Robotics Compute Unit (edge AI hardware) as part of a drone-agnostic Autonomy Stack built on PX4 and MAVLink. The company provides sector-specific solutions including Power & Gas compliance monitoring, Infrastructure Assessment, Livestock Management, and Drone Manufacturing Integration, all processing data entirely on-device without cloud dependency.

Differentiator

Problem solved

Functional benefit

Products and services

• Edge Intelligence Onboard software that enables real-time autonomous drone operation directly on the vehicle, processing video and sensor data in real time for navigation, object detection, and decision-making without GPS or cloud connectivity. Designed for enterprise drone operators in power and gas, infrastructure, drone manufacturing, and livestock management.
• Command Hub Central control platform for planning missions, coordinating multiple drones, managing devices and users, and deploying over-the-air updates across the entire fleet. Provides full visibility and control through a single interface.
• Intelligence Loop Continuous improvement system that collects real-world data during missions, trains and refines AI models, and redeploys improved models over-the-air back to the drone fleet for increasing performance over time.
• Entropy Robotics Compute Unit Low SWaP (Size, Weight, and Power) onboard processing module that brings edge AI directly to drones. Runs mission-specific AI models for object detection, terrain analysis, and autonomous navigation in real time without cloud connectivity. Designed for drone manufacturers and operators requiring embedded AI compute.
• Autonomy Stack Drone-agnostic software layer that separates airframe from intelligence, turning any compatible drone into a modular, upgradeable autonomous system. Built on PX4 and MAVLink protocols and sold as an integrated platform for enterprise drone deployments.
• Autonomous Monitoring for Power & Gas Edge-powered AI system for continuous methane monitoring, leak detection, and regulatory compliance verification for energy operators. Supports EPA Methane Rule and EU Directive compliance with onboard processing for pipelines, compressor stations, substations, and processing facilities.
• Infrastructure Assessment Autonomous drone inspection solution for bridges, pipelines, solar farms, power lines, wind turbines, and construction sites. Detects faults, damage, and anomalies in GPS-denied environments with immediate actionable insights and 3D geo-rectified mapping.
• Livestock Management AI-powered drone platform for monitoring livestock, tracking animal movements, identifying strays or predators, assessing pasture conditions, and enhancing ranch security through automated surveillance in remote areas without connectivity.
• Drone Manufacturing Integration Plug-and-play AI companion compute and software bundle for drone manufacturers to add autonomy, real-time object detection, mapping, and safety features to their fleets without hardware changes or extensive in-house R&D investment. Compatible with MAVLink-based PX4 and ArduPilot platforms.

Quantifiable outcome

• Cuts recurring survey and flight costs
• +3 more outcomes

Segments4 records

Ideal customer profiles4 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability9 records

Feature10 records

Partnerships

One partnership is on record.

• SRI InternationalcoreStrategic or Co-development Partner · 10 March 2025Entropy Robotics is collaborating with SRI International to advance autonomous navigation capabilities for drones operating in challenging environments. The partnership focuses on developing and validating navigation technology that can operate effectively where GPS signals are unreliable or unavailable. This collaboration aims to combine SRI's research expertise with Entropy Robotics' edge AI capabilities to create robust autonomous systems.

Scale indicators3 records

Recent moves4 records

Expansion highlights5 records

Direct peers

• Percepto: Percepto offers autonomous drone-in-a-box inspection for industrial sites including power & gas, directly overlapping Entropy's Power & Gas and Infrastructure verticals with autonomous monitoring solutions.
• Shield AI: Shield AI develops autonomous drone and quadcopter systems (Nova, V-BAT) with onboard AI navigation for GPS-denied environments — directly comparable to Entropy's GPS-denied visual-inertial navigation capability.
• PrecisionHawk: PrecisionHawk provides commercial drone-based data collection and analytics for energy, agriculture, and infrastructure inspection — overlapping Entropy's enterprise inspection and inspection-data workflows.
• Exyn Technologies: Exyn Technologies develops autonomous aerial robotics for GPS-denied environments such as underground mines and indoor industrial facilities, directly overlapping Entropy's GPS-denied visual-inertial positioning.
• Near Earth Autonomy: Near Earth Autonomy builds autonomous flight systems for drones, focusing on GPS-denied navigation and commercial applications including infrastructure inspection — a direct technical comparable to Entropy's autonomy stack.
• Auterion: Auterion provides open-source-based drone operating system software built on PX4, directly competing with Entropy's PX4/MAVLink autonomy stack as middleware for commercial and defense drone fleets.

Broad incumbents

• Skydio: Skydio is a leading US-based autonomous drone manufacturer with deeply integrated autonomy software for inspection, public safety, and defense — a vertically integrated competitor whose autonomy stack competes with Entropy's plug-and-play offering.
• DJI: DJI is the dominant global commercial drone manufacturer with integrated autonomous flight features, setting the competitive baseline for drone autonomy and OEM partnerships that Entropy targets.
• Anduril Industries: Anduril is a broad defense technology prime that has expanded into autonomous drones (e.g., Bolt, Ghost), bringing significant capital and government relationships that compete with Entropy's defense-adjacent autonomy ambitions.

Emerging players

• ModalAI: ModalAI builds compact onboard AI compute and autonomy stacks for small drones using open-source PX4 foundations, directly comparable to Entropy's low-SWaP Compute Unit and PX4-based autonomy stack.

Market position

Strengths5 records

Weaknesses5 records

Competitive moat5 records

Key risks6 records

Key highlights6 records

Customer concentration

• LinkedInlinkedin.com/company/entropy-robotics

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

Funding detail is available on the Subscription and Enterprise plan.Contact sales →

M&A

Investments

M&A and investment is available on the Subscription and Enterprise plan.Contact sales →

Frequently asked questions about Entropy Robotics