Embodied Reasoning · Gen III

OREXIX
THE FOUNDATION
OF SPATIAL
REASONING

Empowering embodied reasoning models with precision pointing, relational logic, and physical intelligence.

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Core Concept

POINTING AS A
FUNDAMENTAL
CAPABILITY

Pointing is not just a gesture; it is the bedrock of how AI interacts with the physical world, evolving with each generation of our embodied reasoning models.

01Perceive: Detect and localize objects in scene space
02Reason: Apply relational and contextual logic
03Act: Generate precise spatial outputs for robotic execution
The Four Pillars

THE ARCHITECTURE
OF INTELLIGENCE

PILLAR-01

Spatial Reasoning

Achieving sub-pixel precision in object localization across cluttered and dynamic environments.

  • Precision object detection with bounding-box accuracy
  • Multi-object counting and instance segmentation
  • Depth-aware 3D coordinate generation
PILLAR-02

Relational Logic

Understanding comparative and directional relationships between objects in a shared spatial context.

  • Comparative judgments: smallest, largest, closest
  • "From-to" spatial command execution
  • Multi-entity relational graph reasoning
PILLAR-03

Motion Reasoning

Planning kinematic trajectories and predicting optimal interaction geometries for robotic end-effectors.

  • Multi-point trajectory mapping
  • Optimal robotic grasp point identification
  • Dynamic scene path recalculation
PILLAR-04

Constraint Compliance

Executing contextually-filtered spatial commands under complex physical and semantic constraints.

  • Physical constraint filtering (size, weight, fit)
  • Semantic constraint reasoning (material, color, type)
  • "Point to every object that fits inside X" parsing
Our Team

BUILT BY
RESEARCHERS
WHO SHIP

A collective of scientists and engineers with deep roots in AI research and a track record of deploying systems that perform in the real world, not just in benchmarks.

Deep Research Pedigree

Extensive experience across data science, human-computer interaction, simulation, and optimization.

Reinforcement Learning

Applied deep RL to real-life problems and daily-activity automation, from theory to deployed systems.

Industry-Proven

Hands-on experience at leading tech innovators including Tesla, bringing rigorous engineering discipline to every layer of our stack.

Reliable AI, by Design

Driven by a single mission: making AI dependable across every application and advancing a safer, more capable future.

We are a group of experts with serious experience in data science and AI, spanning human-computer interaction, simulation, optimization, and deep reinforcement learning across a wide range of real-world applications. We are passionate about empowering teams to build AI they can trust, and leading the charge toward a better, safer future.

OREXIX
Early Access Program

BUILD THE NEXT
GENERATION
OF ROBOTICS

Join a select cohort of researchers and developers pushing the boundary of embodied AI. API access, whitepaper, and research collaboration.