Spatial data · Living digital twins

The real-world data layer for physical AI.

We turn physical environments into data that helps autonomous machines understand, test and operate in the physical world.

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HUMAN VIEWMACHINE VIEW · LIVE

Solutions

Built for machines operating in the real world.

From humanoids and industrial robots to drones and autonomous vehicles, every machine needs to know the place it works in.

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Humanoids

Understand complex human environments.

Spaces built for people are dense, crowded and always changing. We map them for machines that walk into them.

Warehouses · factories · construction sites · facilities · public spaces

Robotics

Give machines intelligence about the places they work.

Floor plans, assets, hazards and routes, kept current so robots plan against what is actually there.

Industrial robots · cobots · quadrupeds · field robotics

Autonomous Systems

Turn real-world environments into machine-ready data.

Terrain, infrastructure and conditions across large areas, delivered in formats autonomy stacks can use.

Drones · autonomous vehicles · AMRs · UGVs · maritime systems

Smart robots still fail in places they don't understand.

No two floors, fields or facilities are alike, and they keep changing. Kaiinos gives autonomous machines an intelligence layer for each place, so teams can deploy with confidence instead of discovering the environment on site.

FloorsTerrainBuildingsInfrastructureObstaclesPeopleWeatherSignalsLightingConditions

Partnership

You build the machine. We help it understand the world around it.

You know the robot. We know the environment.

01 · BEFORE DEPLOYMENT

Know the environment before the robot arrives.

Capture the environment
Build a machine-readable model
Map assets, obstacles and hazards
Simulate and test edge cases
Support commissioning

See it by machine type

02 · DURING OPERATION

Keep it current while the robot works.

Ingest sensor data and telemetry
Detect changes as they happen
Update the living digital twin
Send intelligence back to the robot
Improve every next deployment

How the sensing layer works

How it works

From observation to action.

Six steps between a real place and a machine that can operate in it. The last one never stops.

01 · Capture

Real-world environments.

Satellite, drone, LiDAR, sensors, field systems and enterprise sources, combined into one spatial record of the place.

Smartout

The platform is already here. Intelligence is expanding.

Smartout is Kaiinos' geospatial intelligence platform. Raw spatial data goes in at the bottom. Decisions that robots and operators can act on come out at the top.

Sensor data in · decisions out

Extended with

Geospatial AIGenerative AIDigital twinsSimulationEdge AI

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Technology

Intelligence designed for the physical world.

Six technologies, each answering a question every autonomous machine has to ask.

Geospatial AI

Where is the robot? What surrounds it? What has changed?

Detection and classification
Change and anomaly analysis
Spatial prediction

Digital Twins

What does the environment look like before we deploy?

State and change models
Scenario comparison
Operational context

Simulation

What happens when the machine operates there?

Agent-based and system simulation
Scenario exploration
Testing before real-world action

Predictive AI

What conditions or risks are likely to emerge?

Time-series forecasting
Risk scoring
Optimisation

Edge AI

What intelligence needs to run close to the machine?

Sensor and drone inference
Low-latency operations
Onboard processing

Generative AI

What changed? Why? What happens next? What should we do?

Smartout copilots
Document and map retrieval
Automated insight generation

Company

European innovation. Deep engineering.

Kaiinos AI Labs is based in the Netherlands. We advance Smartout and develop the next generation of AI for machines and systems operating in the physical world.

Based inThe Netherlands

What we doTechnology programmes, European collaboration, pilots, platform advancement and IP.

PlatformSmartout, extended with new AI, digital twin and edge components.

Meet the company

Mission Orterra

Robotics is one part of a much bigger ambition.

Earth systems do not operate in silos. Intelligence should not either. Energy, movement, land, agriculture, water, ecosystems and climate, understood together.

Connected. One shared contextContinuous. Persistent observationActionable. Explainable choices

Read the mission

Your robot knows what to do. We help it understand where.

Bring us the machine. Bring us the environment. We'll connect the two.

Build with Kaiinos

hello@kaiinos.ai