Pioneering embodied intelligence, learned from humans.

Building the platform to train, evaluate, and advance Physical AI through real-world actions and physics.

Co-designing with the frontier labs defining physical AI and world models.

MADE BY THE MINDS BEHIND
BACKED BY

What we do

We turn human experience into physical intelligence, capturing the world as humans live and act in it.

The Problem
Physical AI faces a scaling paradox. The data with the right physics doesn’t scale. The data that scales has no physics.
The Paradox
Teleoperation is precise but lives in controlled environment.
Web video scales but carries weak physics.
The race is now for the data that takes Physical AI into the real world.
What Orbifold Delivers
Physics-accurate. Hardware-agnostic. Deployable at scale.
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Our Advantage

Others choose between scale and accuracy. We break the tradeoff.

Depth
Nothing lost
in representation
The physics of human-world
interaction, preserved in full.
Breadth
Full sensorium
Every sensor, in sync, aligned.
Transfer
Human motion,
machine-ready
Cross-embodiment retargeting
onto any form.
Scale
In the wild
Diversity at global scale.
10x
Faster data
processing
Ship in weeks,
not quarters.
ORB-1
99%
Accuracy for
your models
You launch faster, costs drop, accuracy goes up and your app understands the full context
ORB-2
Using Any
Data Source
Unified data from
every file type.
ORB-3
Depth
Nothing lost
in representation
The physics of human-world
interaction, preserved in full.
Breadth
Full sensorium
Every sensor, in sync, aligned.
Transfer
Human motion,
machine-ready
Cross-embodiment retargeting
onto any form.
Scale
In the wild
Diversity at global scale.

How We Do It

STEP 1
Ingest
Multimodal human experience at global scale.

STEP 2
Extract
SOTA 3D physics models turn demonstration into spatial-temporal signals.
STEP 3
Retarget
Aligned across embodiments, ready to transfer.
STEP 4
Evaluate
Closing the deployment loop by turning real-world experience into continuous learning.
For Executive Leadership
Win the
market window
Ship AI applications in weeks, not quarters. Orbifold replaces fragmented data pipelines and manual labeling vendors with a unified multimodal data API — lowering cost, cutting iteration cycles, and helping you deploy AI that actually understands your business context.
For Engineers
Build on
solid ground
Ingest, align, and manage multimodal data through one API. Orbifold provides structured, timestamped, schema-mapped data pipelines — ready for on-prem or private cloud deployment. Predictable throughput, zero data retention, built-in compliance, and full observability.
For AI and Data Scientists
Train smarter,
not harder
Orbifold transforms messy, multimodal enterprise data into clean, AI-ready datasets — text, image, video, audio — automatically aligned and augmented for fine-tuning, RAG, or full-scale model training. Spend less time wrangling data and more time improving models.
For Product Designers
Accelerate
AI innovation
Orbifold gives your product and innovation teams instant access to structured, compliant data pipelines for multimodal applications — enabling faster prototyping, smarter AI features, and seamless integration into existing user workflows.
For Operators
Stay compliant,
cut complexity
Orbifold automates the heavy lifting behind financial reporting, compliance monitoring, and legal document review. Our platform structures PDFs, filings, and communications into clean, compliant datasets with full traceability and accuracy, reducing manual effort and regulatory risk.
For Everyone
Empower every team with better data
Whether in marketing, HR, operations, or strategy, Orbifold helps teams turn scattered information into actionable insight. By automating the structuring of emails, documents, and media, Orbifold reduces manual effort and accelerates decision-making — so every function can work smarter with clean, connected data.

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