A frontier systems lab for spatial intelligence.

Give AI a world.

Valkyrie is an AI-native spatial runtime. It gives any AI model a persistent 3D environment it can understand, build, simulate and operate.

Explore Valkyrie ↓

Bring your model.Give it a world.

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Start with a world.

Give Valkyrie CAD, 3D assets, existing data, or a simple description. An AI model can use the primitives in the runtime to build the scene, place objects, define their properties and create the environment it needs.

The world does not have to exist yet. It can be a building, a product, a machine, a city block, a prototype, or something entirely new.

Primitives → objects → environment

Everything has a place.

Valkyrie gives the model structured spatial context. It knows what exists, where it is, what it belongs to, what is nearby and how the scene changes over time.

Instead of seeing a list of disconnected values, the model can understand that a temperature sensor belongs to this machine, inside this room, next to this door, observed by this camera. The world becomes something the model can reason about.

Containment & relationships

The physical world does not have an API.

Cameras, sensors, machines and software all speak differently. Valkyrie brings them into the same world.

Connect live data from APIs, cameras and industrial systems. Map each source to the object and place it belongs to. The scene then changes as the real world changes. One environment can contain geometry, live sensor data, machine state, video, events and history.

Signal-to-object mapping

Ask the world.

What changed?

Why are incidents increasing in Area 12?

What is happening in this facility that I do not already know?

The model can reason across space, live data, events and relationships at the same time. It can point to the problem, explain what it sees, propose a solution and show that solution inside the scene. The answer does not have to be a paragraph.

The answer can be the world itself.

Spatial diagnosis

Test ideas before changing reality.

Move something. Change the layout. Redirect traffic. Try a different configuration. Change airflow. Add equipment. Remove equipment.

Then let the model compare what happens. Valkyrie gives AI a place to explore possible solutions before anyone changes the real thing. Use it for simulation, planning, prototyping, optimization and R&D.

Alternative configurations

Build the tools around the problem.

The model can create interfaces, rules, alarms and workflows directly inside the runtime. A rule does not have to stop at one vendor's hardware.

CCTV detects movement + temperature is rising + access control shows no authorized entry = raise an alarm

Valkyrie gives the model one place to work across systems that were never designed to work together. AI decides what should happen. The runtime handles how it happens.

Probabilistic intelligence. Deterministic execution.

Cross-system conditions

Bring your model.

Valkyrie is not another foundation model. It is the environment models work inside.

Connect the model you already use. Give it the same world, the same objects and the same capabilities. Change the model and the world remains.

A shared spatial interface

One runtime. Many worlds.

The same foundation has been used across airports, ports, data centers, defense, industrial environments and interactive experiences.

In a facility, Valkyrie can turn sensors, machines and cameras into one environment AI can reason about. In simulation, it can test a future that does not exist yet. For a product, it can turn a 3D model into an interactive application the AI can build around. Different problems. The same underlying idea: Give intelligence a world it can work in.

From objects to entire sites

We are exploring what happens when AI leaves the chat window.

Our work focuses on:

  • Persistent spatial context.
  • AI-built environments.
  • Shared worlds for multiple agents.
  • Simulation and spatial reasoning.
  • Interfaces generated inside the runtime.
  • Deterministic execution of model actions.
  • Connections between AI and live physical systems.

Valkyrie is the system we use to explore these problems.

Inspectable behavior

Build with Valkyrie.

We work with teams building models, agents, simulation systems, physical AI and new kinds of spatial applications.

If your model needs a persistent world it can understand, build, test ideas in or operate, we should talk.