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Binary Core LLC

3D and AI,
end-to-end.

We help companies across VFX, AEC, digital twins, robotics, simulation, medical AI, and computer vision ship their hardest work, end-to-end. 3D pipelines, synthetic data, custom and fine-tuned models, GPU training and inference in production. Our two shipped products are the proof.

10+

Years in Production Pipeline Work

11

Hollywood Film & TV Credits

2

Products Shipped

Where companies get stuck
with 3D and AI.

The walls are familiar: building 3D at production scale, training models that actually generalize, and deploying them on GPU infrastructure that holds up in production. We break through all three, forged across a decade of Hollywood production pipelines and spatial computing platforms.

3D at production scale

ASWF-compliant OpenUSD pipelines, scene assembly, and DCC integrations for VFX, AEC, manufacturing, retail, and robotics. Digital twins, asset hierarchy, unit compliance: solved.

Synthetic data, custom AI, GPU deployment

Photorealistic synthetic training data, custom and fine-tuned computer vision models, and GPU training and inference infrastructure that ships to production. End-to-end, not notebook-to-handoff. NVIDIA Inception Program member.

Hollywood-Grade Precision

11 film and TV credits from Chappie and Deadpool to Spellbound and The Little Mermaid. Production correctness is non-negotiable here.

Custom Built for You

Every engagement is scoped to your specific pipeline, data, and deployment needs. We build the system, not a template.

The proof.

One product on the 3D side. One on the AI side. Both built, shipped, and working. If we did the full stack for our own companies, we can do it for yours.

NOW AVAILABLE

CytoLens™

We built this to prove our full AI stack works end-to-end, from synthetic 3D training data to a trained computer vision model to deployed GPU inference.

AI-powered thyroid cytology analysis built on synthetically generated cell imagery. Upload a digital slide, get a Bethesda classification with confidence scores in under 5 minutes.

  • Trained on synthetic 3D-rendered cell data with no patient privacy risk during development
  • Validated by Dr. Martha E. Ramirez Martinez, Head & Neck Surgeon with 30+ years experience
  • Currently validating in 2 hospital systems
  • NVIDIA-optimized, web-based, no installation required
OPEN SOURCE

BowerBot

We built this to prove our 3D pipeline works at production scale: natural language to production-correct OpenUSD.

An AI agent that assembles production-correct OpenUSD scenes from natural language. Handles asset discovery, ASWF-compliant hierarchy, material binding, lighting, validation, and USDZ packaging.

  • Enforces ASWF USD Working Group asset structure at assembly time
  • Catches unit mismatches and broken references before production
  • Works with Maya, Omniverse, usdview, and Apple Vision Pro
  • Pluggable skills for any asset source: Sketchfab, local DAM, or custom

What We Build For.

Three hard problems. Many industries. One team.

Pipeline

Architecture & AEC

USD digital twins for hospitals, airports, data centers, and retail environments. Revit-to-USD pipeline development, ASWF-compliant asset structure, and Omniverse-ready scene delivery.

Synthetic AI Data

Healthcare & Medical AI

Medical AI trained on synthetically generated imaging data. CytoLens is the proof. We eliminate the patient data bottleneck for imaging AI in pathology, radiology, and surgical planning.

Synthetic AI Data

Robotics & Physical AI

Synthetic 3D training environments for autonomous systems. Warehouse, facility, and outdoor scene generation at scale, built in OpenUSD for direct compatibility with NVIDIA Isaac Sim and Omniverse.

Pipeline

Industrial & Manufacturing

Factory floor digital twins, equipment layout simulation, and SimReady USD asset pipelines. From Schneider Electric-style facility models to custom shop floor visualization tools.

Enterprise Solutions.

Custom engagements for teams building seriously in 3D

USD Pipeline Development

Custom OpenUSD pipelines, ASWF compliance, asset management systems, and DCC integrations for teams adopting USD across VFX, AEC, manufacturing, or spatial computing.

Synthetic Data Generation

Photorealistic 3D training data pipelines for computer vision and AI, built without real-data constraints. Medical imaging, industrial inspection, retail product recognition, and robotics environments.

Custom AI Applications

End-to-end AI product development, from dataset generation and model training to deployment. Built specifically for your industry's data, compliance, and integration requirements.

Our Technology.

Capabilities forged from real production experience

OpenUSD & Scene Assembly

ASWF-compliant USD workflows, MaterialX, Hydra, and DCC integrations for production-grade scene assembly

Synthetic 3D Worlds

Photorealistic data generation with infinite variation, the engine behind CytoLens and our robotics training environments

Computer Vision AI

Models trained on synthetic data that generalize to real-world conditions, proven in clinical medical imaging validation

Production Systems

Scalable pipelines from prototype to deployment, built with the same rigor as the Hollywood production tools that preceded them

The Founder.

Built over a decade in Hollywood, spatial computing, and AI

Arturo
Morales Rangel

Founder & CEO, Binary Core LLC

Software engineer and Visual Effects Society member who spent over a decade building production pipeline tools for Hollywood, with credits on Deadpool, Furious 7, Spellbound, The Little Mermaid, Pinocchio, and more.

He then applied that 3D mastery to spatial computing at Microsoft HoloLens and Meta Reality Labs, before founding Binary Core to build the AI tools and pipelines that the industries now adopting 3D as a medium don't yet have.

Film & TV Spellbound · Atlas · The Little Mermaid · Pinocchio · We Can Be Heroes · Deadpool · Furious 7 · Chappie · Suicide Squad · House of Cards
Education M.S. Computer Technology
Film Credits View full IMDB profile
10+
Years building production pipelines
11
Film & TV credits across Hollywood productions
2
Products shipped: BowerBot and CytoLens™
2
Hospitals currently validating CytoLens™
NVIDIA Inception Program Member, NVIDIA-partnered development for GPU-accelerated AI and digital twin applications

Our Partners.

Proud member of leading technology programs

NVIDIA Inception Program Member

You have a 3D or AI problem.
We've solved it before.

Whether you're adopting OpenUSD and hitting production issues, training a model that needs data you can't collect, or getting a digital twin off the ground and into production. Binary Core has the proof we can help. 3D pipeline, AI model, GPU deployment, or all three.

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