Physical AI teams get stuck somewhere on the line, the twin, the simulation, the data, the models, the behavior, the deployment. Binary Core builds the missing piece, or the whole pipeline while you hire. Founded by a pipeline engineer with a decade in film, Deadpool and Furious 7 among the credits, then Microsoft HoloLens and Meta Reality Labs.
Physics-accurate replicas of your facility, field, or machine. From photos, scans, CAD, or BIM. The stage every other station runs on.
Weather, lighting, wear, rare events, sensor physics. The situations your robot must survive, staged safely and repeated endlessly.
RGB, depth, segmentation, poses, LiDAR from the same scene, pixel-exact. The coverage no collection effort reaches.
Detection, segmentation, pose, tracking. Trained on synthetic and real footage, benchmarked against reality before you trust it.
Policies trained in simulation: grasping, navigation, manipulation. Reinforcement learning and imitation, stress-tested across thousands of virtual runs before the robot moves once.
Cloud pipelines, GPU inference, edge delivery. Models that leave the lab and hold up on the floor. Infrastructure your future hires inherit.
Bring the problem. We run the pipeline end to end while you build your team, and hand over everything when you're ready.
stylized previews · curious how the pipeline works? watch a short demo ▸ · every station shown · formats and schemas matched to your stack
Clinical AI trained on zero patient images. Validating in 2 hospital systems.
Discover ›Pipeline engineer and technical director since 2014, across Hollywood film and animation studios. Twelve credits on IMDb, House of Cards to Swapped.
Full credits on IMDb ›Member of the VES, the entertainment industry's honors society for the artists and engineers behind film's visual effects.
VES member page ›A decade engineering film pipelines taught one thing: how to build systems that turn impossible requests into shipped results, on deadline.
You talk, we listen. You bring the problem, whichever station it lives in, and within a day you get a solution paper for exactly that piece: how we would build it, what it takes, what you end up owning. Yours to keep either way.
Book twenty minutesIf the paper makes sense, we build exactly what it describes: the one station you're missing, or the whole line running while you hire. A scoped pilot, fixed price, success criteria agreed upfront and proven in your real world.
Yes, that's the normal case. A team missing its digital twin, or its simulation, or a model that won't survive the field, brings us that one piece. We build it, benchmark it, and hand it over. No obligation to buy the rest of the line.
Yes. Roadmaps don't wait for recruiting. We run twins, simulation, data, models, and deployment as one line, and when your hires arrive, they inherit everything: code, pipelines, documentation. Built to be handed over, not to keep you dependent.
Twenty minutes of conversation. Then a one-page solution paper for your specific problem, free, yours either way. If it makes sense, a scoped pilot with a fixed price, benchmarked on your real footage before anyone talks about more.
Both. Perception models teach the robot to see. In simulation we also train how it acts: grasping, navigation, manipulation, through reinforcement learning and imitation, stress-tested across thousands of virtual runs before the real robot moves once.
Twenty minutes. You talk, we listen, and you leave with a one-page attack plan, yours either way. Then you decide. Whichever station your problem lives in, this is the door.
Book twenty minutes