Autonomous River Cleanup

What Autonomous River Cleanup does

Autonomous River Cleanup (ARC) is a student project founded in 2020 at the Robotic Systems Lab (RSL) of ETH Zurich, focused on developing robotic and AI-powered systems to remove and analyze plastic waste in rivers. The organization serves environmental agencies, municipalities, utilities, and recycling facilities seeking automated solutions for riverine pollution, waste sorting, and data-driven environmental policymaking. It is operated primarily by volunteers, researchers, and rotating thesis students, with no formal corporate incorporation disclosed.

ARC's core product portfolio comprises four robotic platforms plus an analysis system. LIVIA (June 2021) was the first full-scale prototype for sorting floating waste on the Limmat River. An improved Sorting Stage was demonstrated at the Automatica 2022 robotics trade fair. ARCAM (October 2022) is a bridge-mounted camera system at the Kornhausbrücke in Zürich that continuously monitors riverine waste using computer vision. MARC (April 2023) is a sorting container deployed at the EWZ power plant Letten for operational waste sorting. The Analysis Stage is field-tested at the Schneider recycling center for waste composition analysis. All systems integrate AI-powered computer vision for waste identification and classification with robotic actuation for collection and sorting.

ARC is funded entirely through donations and sponsorships channeled via the ETH Zurich Foundation, with no commercial revenue, no pricing model, and no disclosed venture funding. Its go-to-market is community-led: it reaches stakeholders through academic conferences, industry demonstrations (e.g., Automatica 2022), social media (Instagram, LinkedIn), and direct collaborations with industrial partners and European universities. Named operational partners are EWZ (Energie Wasser Zürich) and Schneider recycling center; more than thirty students from various universities have completed theses with the project.

Name

Autonomous River Cleanup

Legal name

Autonomous River Cleanup

Website

https://arc.ethz.ch

Company type

Private

Founded year

2020

Operating status

Operating

Headcount range

11–50 employees

Short description

Autonomous River Cleanup (ARC) is an ETH Zurich student project that develops AI-powered robotic platforms (LIVIA, ARCAM, MARC, Sorting Stage) for river waste sorting, monitoring, and analysis, serving utilities, recycling facilities, and environmental agencies through academic and industrial partnerships.

Ownership category

akta.pro rank

Product category

Environmental Robotics

NAICS

Remediation and Other Waste Management Services (5629), Remediation Services (562910)

SIC

Refuse Systems (4953)

akta.pro primary industry

Pollution Control & Environmental Remediation (Booming, Skimming, Shoreline Cleanup) (TLAHAIAH)

Keywords

• River waste sorting robots
• Riverine pollution monitoring
• AI waste classification
• Automated recycling robotics
• Environmental robotics research

Headquarters

HQ city

Zurich

HQ country

Switzerland

HQ region

Europe

Offices1 record

Markets served

GTM type

B2B

Offering type

Hardware or Manufacturing

Cost components

Technology or R&D, Personnel, Operations, Infrastructure

Revenue model

1. Donations and Sponsorships: The project relies on donations and sponsoring for funding. Support is directed through ETH Zurich Foundation.

Go-to-market motion1 record

Distribution channels2 records

Marketing channels3 records

Core offering

Autonomous River Cleanup (ARC) develops and deploys proprietary robotic systems with AI-powered computer vision for river waste cleanup, automated sorting, and continuous riverine pollution monitoring. Its product portfolio includes LIVIA (full-scale river sorting prototype), an improved Sorting Stage, ARCAM (bridge-mounted monitoring system), MARC (sorting container), and the Analysis Stage for waste composition testing. The technology is deployed at industrial and municipal sites to characterize and process river-collected waste.

Product overview

Autonomous River Cleanup (ARC) operates as a portfolio of robotic systems designed for river waste management. The product suite centers on four main robotic platforms: LIVIA (initial full-scale prototype for river waste sorting), the Sorting Stage (improved sorting system with enhanced AI), ARCAM (bridge-mounted monitoring system for tracking riverine waste), and MARC (sorting container for processing collected waste). Supporting these core systems is the Analysis Stage for waste composition testing. All systems incorporate AI-powered computer vision for waste identification and classification, with robotics enabling automated sorting and collection operations. The technology stack combines state-of-the-art sensing, AI, and robotics to create environmental impact and improve waste recyclability.

Differentiator

Problem solved

Functional benefit

Brands

• LIVIA: First full-scale prototype for sorting waste on the Limmat River, deployed June 2021
• ARCAM
• MARC

Products and services

• LIVIA First full-scale robotic waste sorting prototype deployed on the Limmat River in June 2021. LIVIA incorporates AI-powered computer vision to identify and classify floating waste items for automated sorting.
• Sorting Stage Improved robotic waste sorting system showcased at Automatica 2022 and field-tested on the Limmat River. Features enhanced AI classification capabilities for separating recyclable materials from mixed waste streams.
• ARCAM Bridge-mounted camera system deployed at the Kornhausbrücke in Zürich for continuous monitoring and analysis of riverine waste. Uses computer vision AI to quantify pollution levels and track waste accumulation patterns.
• MARC Sorting Container system deployed at the EWZ power plant Letten for automated waste sorting operations. Integrates robotic sorting with AI classification to process river-collected waste materials.
• Analysis Stage Field testing platform used at Schneider recycling center for analyzing waste composition and validating sorting accuracy. Part of the waste analysis project initiative.

Named customers2 records

Segments2 records

Ideal customer profiles2 records

Technology focussed Yes

API detail

Has API

No

API docs

API detail

Core technology

AI maturity

App detail

AI capability3 records

Feature4 records

Partnerships

Five partnerships are on record, tiered core and minor.

• EWZ (Energie Wasser Zürich)coreStrategic or Co-development Partner · 1 January 2022Host partner for MARC deployment at EWZ power plant Letten, providing real-world operational environment for waste sorting technology.
• Schneider recycling centercoreStrategic or Co-development Partner · 1 January 2022Field testing site for Analysis Stage prototype, providing industrial environment to validate waste analysis technology.
• Robotic Systems Lab (RSL) at ETH ZurichcoreStrategic or Co-development Partner · 1 January 2020The project originates from and is housed within ETH Zurich's Robotic Systems Lab, providing access to research infrastructure, expertise, and student talent pipeline.
• Industrial PartnerscoreStrategic or Co-development Partner · 1 January 2020Unnamed industrial partners collaborate with the project for technology development and real-world deployment testing of waste sorting and monitoring solutions.
• European UniversitiesminorStrategic or Co-development Partner · 1 January 2020Collaborates with several European universities on research and development initiatives.

Scale indicators2 records

Recent moves6 records

Expansion highlights5 records

Regional players

• Plastic Whale: Dutch social enterprise running professional plastic-fishing boats on Amsterdam's canals and other waterways. Comparable river-cleanup mission and stakeholder engagement model, though using manual boats rather than autonomous robotics.

Direct peers

• RanMarine Technology: Dutch company producing the WasteShark autonomous surface vessel for collecting floating waste from harbors, rivers, and waterways. Closest direct competitor in autonomous floating-waste-collection robotics, with commercial deployments and sales infrastructure ARC lacks.
• The Ocean Cleanup: Non-profit foundation deploying large-scale systems to clean plastic from rivers and oceans. Most direct comparable in riverine/marine plastic cleanup mission, though operating at much larger scale and with ocean-focused systems rather than urban river robots.
• Mr. Trash Wheel: Family of water-wheel trash interceptors deployed in Baltimore's rivers and harbors to collect floating debris. Comparable in continuous in-river waste collection concept, though using passive hydro-powered wheels rather than AI-driven robotic sorting.

Broad incumbents

• ZenRobotics: Finnish company applying AI-powered robotic arms to waste sorting at recycling facilities. Comparable in AI-and-robotics waste-sorting technology stack, though operating in stationary recycling-plant settings rather than rivers.
• AMP Robotics: US-based leader in AI-driven robotic sorting systems for material recovery facilities and recycling. Comparable AI computer-vision waste-classification core technology, though commercial scale and customer base are far larger.

Emerging players

• Clearbot: Hong Kong-based startup building autonomous electric boats for river and harbor waste collection with AI-based sorting. Comparable in robotics-and-AI approach to riverine waste, but commercial-stage venture rather than academic project.
• Open Litter Map: Open-data platform crowdsourcing geospatial litter and plastic-pollution data using AI image classification. Comparable in the pollution-monitoring and environmental-data angle that ARCAM represents, though crowdsourced rather than automated sensor-based.

Market position

Strengths4 records

Weaknesses4 records

Competitive moat4 records

Key risks4 records

Key highlights5 records

Customer concentration

• LinkedInlinkedin.com/company/autonomous-river-cleanup-project
• Instagraminstagram.com/autonomousrivercleanup

Revenue estimate

Valuation estimate

Number of profiles

Funding overview

Funding rounds

Investors

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M&A

Investments

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Frequently asked questions about Autonomous River Cleanup