Cornu — Physical world intelligence

Intelligence for the physical world.

Cornu builds world models that help autonomous systems perceive, understand and navigate the environments around them.

Scroll
Cornu in motion

From waterway
to world model.

A visualisation of how vessels, bridges and waterways become a shared spatial model.

Spatial intelligence Concept film00:12

Autonomous systems cannot navigate a world they don't understand.

Seeing is not enough.

They need context.

They need memory.

They need a world model.

01 — The system

From observation
to understanding.

Cornu brings sensor data, charts and past observations into one world model. Updated as conditions change. Built for decisions on the water.

  1. Perception

    Detect and track vessels, infrastructure and the shoreline across sensor streams.

  2. Spatial understanding

    Resolve positions, clearances and navigable space in a common frame.

  3. World model

    Keep a persistent view of what is here, what has changed and what came before.

  4. Intelligence

    Anticipate vessel motion, potential conflicts and conditions along the route.

  5. Autonomy

    Support the crew today. Build towards automated control on the same foundation.

Built from

Camera, radar & AIS Position & telemetry Environment, charts & history

Explore the world model

02 — First deployment

We start on the water.

Cornu's first platform gives inland vessels a continuously updated understanding of the environment around them — bridges, locks, traffic, channel and shoreline, in daylight and at night.

InfrastructureVessel trackNavigable corridorClearance
03 — Product

Bridge awareness. Built for inland vessels.

Bridge Watch measures the opening ahead, compares it with your vessel’s air draft, and gives the crew a clear margin before the approach.

Bridge awareness Concept film00:10
First product · available for pilot

Bridge Watch

Mast-mounted sensing and onboard compute, calibrated to your vessel.

  • Live clearance
  • Vessel-specific margin
  • Timely alerts
Read about Bridge Watch →
04 — Compounding

One vessel sees a waterway.

VESSELS ONLINE · 001

Every Cornu deployment can improve the intelligence available to the wider network. A bridge is not observed once. Over a year of traffic it is observed thousands of times, in every light and water level.

01More vessels
02More observations
03Better world model
04Better models
05Better product
06 ↻More vessels
05 — Representation

The world doesn't stand still.
Neither should the map.

A chart describes where things were. Cornu is built to describe what exists now, how it has changed, and what is likely to happen next.

Passage 001 0 obs
World model / In motion

From one vessel
to a shared world.

A concept view of vessels, infrastructure and movement connected in one spatial model.

The wider picture Concept film00:10
06 — Live system

See the world model think.

Step onto the bridge of a simulated 100-metre inland vessel. Explore how Cornu turns imperfect camera, radar, LiDAR and AIS observations into a persistent model of the waterway.

06 scenarios13 sensorsReal-time fusion
Launch simulation ↗︎

Explore six simulated scenarios

07 — Architecture

One stack, from sensor to decision.

Physical

CamerasRadarPositioningTelemetryEnvironmental sensing

Marine-grade enclosures and an onboard compute unit sized for continuous operation. Installed per vessel, calibrated per hull.

Perception

Object understandingGeometryMotionSensor fusion

Models trained on inland waterway conditions rather than road scenes — reflection, glare, fog, night operation, low-contrast water surfaces.

World model

Spatial intelligenceHistorical contextEnvironment representationPrediction

A shared representation that persists between passages and between vessels, updated as observations arrive and reconciled against charts, water levels and notices.

Intelligence

NavigationSafetyFleet intelligenceAutonomy

Warnings, clearance and timing support, route intelligence and fleet-level analytics — delivered onboard and to shore.

Applications

MaritimeRoboticsMobilityInfrastructurePhysical AI

Maritime products sit on top of a general architecture. Other domains reuse the layers beneath rather than starting again.

08 — Direction

One intelligence architecture. Many physical systems.

Waterways are the beginning. The problem underneath is the same everywhere: a machine has to build and keep an accurate understanding of the space it operates in.

Inland vessels

Perception, navigation intelligence and pilot deployments with commercial operators.

In deployment

Ports & infrastructure

Fixed observation points and change detection along quays, locks and bridges.

Development

Industrial robotics

The same spatial layer applied to machines operating in structured industrial space.

Research direction

Mobility

Shared world-model infrastructure for vehicles and autonomous platforms.

Research direction

Wearable perception

Consent-based human observation networks contributing to compatible representations.

Research direction

Labels are literal. Only work marked in deployment is available to customers today.

A world understood
by machines.

Continuously observed.

Continuously modelled.

Continuously understood.

CORNU
09 — Company

A curated team, close to the water.

Based in Groningen, the Netherlands, Cornu is built by a founding team working across technology, business and marketing. We test on working vessels, in the conditions the system has to survive.

Founded2026
BasedGroningen, NL
Team4 people
FocusInland maritime
The team 04 members
Max Duursma

Max Duursma

Co-founder & CEO

Leads Cornu's company strategy, partnerships and business development.

Damien Dufour

Damien Dufour

Co-founder & CTO

Leads Cornu's technology, engineering and product architecture.

Roeland Duursma

Roeland Duursma

Co-founder & Marketing Director

Leads Cornu's marketing, communications and brand development.

Gerard Mampaey

Gerard Mampaey

Co-founder & Investor

Supports Cornu's growth as an investor and strategic co-founder.

Collaboration partners

Building the future together.

University of Groningen logoUniversity of Groningen
AutoMooring Solutions logoAutoMooring Solutions
03open vacancies
Careers / Groningen

Build what comes next.

From perception to the systems that connect it all. Find your place in the team building intelligence for the physical world.

View vacancies
10 — Contact Cornu

Let’s start a conversation.

Have a question, an idea or something you would like to discuss? Get in touch about our products, a collaboration, or anything else. We would like to hear from you.

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