WayMind

Primitive World Models
for Intelligent Systems

Helping Every Machine Find Its Way.

Turning Human Expertise into Machine Reasoning.

WayMind 是连接人类专业经验与机器推理能力的编译器。

WayMind is a Primitive World Model platform that enables AI systems to understand, reason about, and act in complex real-world domains.

Start Building
Scroll to explore

AI Can See.
WayMind Understands.

Traditional AI

Perception, but not truly understanding.

📷
Image
👁
Vision Model
(VLM)
📦
Objects
💬
Answer

WayMind Primitive World Model

Understanding with primitives, rules and reasoning.

📷
Image
🔷
Primitives
📚
Knowledge
& Rules
🧠
Reasoning
✓
Expert
Judgment

Every Industry Has Its Own Language.

Same engine. Different primitives. Infinite possibilities.

How WayMind Works

A layered engine that powers primitive world models.

Explore Platform →

Perception

Vision models capture images and extract visual features.

Primitive

Extract and structure industry primitives from perception.

Knowledge

Integrate domain knowledge, standards and ontology.

Graph

Construct relationship graphs — topology and causality.

Reasoning

Apply rules, logic and expert-level reasoning chains.

Decision

Vision and recommendations for real-world impact.

Action

Automated execution and real-world impact.

Products Powered
by WayMind

Domain-specific solutions built on the same primitive world model engine.

WayMind

Traffic Engineering
& Signal Control

→

ArcMind

Railway Catenary
Intelligent Inspection

→

RoadMind

Road Surface
Pavement Inspection

→

BoardGuard

PCB Board Defect
Inspection

→
View All Products →

Build Your Own
Primitive World Model

Our platform provides the tools and infrastructure to help you build, deploy and scale your domain primitive world model.

Explore Platform Start Building →

Define Primitives

Model your industry objects and concepts.

Build Knowledge

Integrate rules, standards and expertise.

Construct Graph

Define relationships and causality.

Add Reasoning

Codify rules and inference logic.

Deploy & Scale

API, SDK and cloud infrastructure.

API Request Response 
{
  "primitive": {
    "type": "intersection",
    "objects": [
      { "type": "lane", "width": 3.5 },
      { "type": "signal", "phase": 3 },
      { "type": "island", "area": 12 }
    ],
    "relationships": [
      { "from": "lane[0]", "to": "signal[0]",
        "type": "controls" }
    ]
  },
  "reasoning": {
    "rule": "CJJ37-6.2.3",
    "verdict": "compliant",
    "confidence": 0.94
  }
}
Open Specification by WaySense AI — the transportation line of WayMind

Traffic Agentic Engineering

We published the theory behind these primitives as an open specification.

Volume I (Ch. 1–9) · v0.1 · Terminology & Traffic Primitive Specification under CC BY 4.0

Read the Specification View on GitHub

Life found its way.

Now it's
intelligence's turn.

WayMind — Helping Every Machine Find Its Way.

Start Building the Future