Binary Core LLC
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.
Years in Production Pipeline Work
Hollywood Film & TV Credits
Products Shipped
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.
ASWF-compliant OpenUSD pipelines, scene assembly, and DCC integrations for VFX, AEC, manufacturing, retail, and robotics. Digital twins, asset hierarchy, unit compliance: solved.
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.
11 film and TV credits from Chappie and Deadpool to Spellbound and The Little Mermaid. Production correctness is non-negotiable here.
Every engagement is scoped to your specific pipeline, data, and deployment needs. We build the system, not a template.
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.
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.
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.
Three hard problems. Many industries. One team.
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.
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 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.
Factory floor digital twins, equipment layout simulation, and SimReady USD asset pipelines. From Schneider Electric-style facility models to custom shop floor visualization tools.
Custom engagements for teams building seriously in 3D
Custom OpenUSD pipelines, ASWF compliance, asset management systems, and DCC integrations for teams adopting USD across VFX, AEC, manufacturing, or spatial computing.
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.
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.
Capabilities forged from real production experience
ASWF-compliant USD workflows, MaterialX, Hydra, and DCC integrations for production-grade scene assembly
Photorealistic data generation with infinite variation, the engine behind CytoLens and our robotics training environments
Models trained on synthetic data that generalize to real-world conditions, proven in clinical medical imaging validation
Scalable pipelines from prototype to deployment, built with the same rigor as the Hollywood production tools that preceded them
Built over a decade in Hollywood, spatial computing, and AI
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.
Proud member of leading technology programs
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.