The shift to physical AI

The most important thing to learn right now is physical AI.

Spatial intelligence. World understanding. Real 3D systems you build and ship. That is exactly what the 3D AI Architect program gives you, and I will be beside you for your first one.

A look at what you’ll build inside. Pricing is at the bottom.

Open until Sunday 8 June 2026.

2,841
Students taught
6
Systems you ship
14 days
Money-back
Dr. Florent Poux
A word from me

Here is what I believe, plainly. Physical AI is the next leap, and the window to learn it is open right now. The people who master spatial intelligence and world models will define the next decade of 3D.

In three months, the old way will already feel behind. I built this to put you on the right side of that line, and I will build your first system with you. If that future is yours, this is the moment to step in.

Dr. Florent PouxFounder, 3D Geodata Academy

Where the field is right now

Physical AI is where the capital is going

Not a prediction, just where the money and the hiring sit today.

$39B
Figure AI, humanoid robots
$5.6B
Physical Intelligence, robot models
$5B
World Labs, spatial intelligence
$27.6B
Robotics funding in one year, doubled

The physical AI market is growing about 47% a year. The scarce part is no longer money or hardware, it is people who can build these systems.

A few of the roles open right now

What you get for saying yes

Built to take the risk off you

The lowest price I have ever run

35% off the standard price, applied on its own at checkout, so there is nothing to remember. The full numbers are at the bottom.

Spread it over 5 months

Prefer not to pay it all at once? Choose the plan at checkout and it splits into five monthly payments. Same access, lighter on the month.

14-day full money-back guarantee

Go through Act 1, do the work, and if it is not right for you, email me and I refund every euro. You keep what you learned.

💬

A 45-minute kickoff call with me

When you join, we get on a call and map your very first system to your own data, so you start on something that actually matters to you.

Inside the program

What you walk away owning

  • Six physical-AI systems you ship. The Brain-to-Deploy path takes you from a raw idea to six working 3D systems built with your own hands.
  • The four Operating Systems plus the Neurones 3D toolset, for life. Reconstructor, Segmentor, Deep Learning, and Spatial, yours to keep and reuse.
  • Vendor-neutral throughout. You learn the principles of spatial intelligence, not one company’s buttons, so your skills outlast any single tool.
  • Certified completion. Proof you can design and direct your own physical AI, not just follow a tutorial.
Honest answers

The questions you are probably asking

How fast will I build something real, and how much time does it take?+

Faster than a course, because you are not watching lectures for a month before you touch anything. The kickoff call maps your first system in week one, so you are building on your own data from the start. Most people put in a few focused hours a week and have a first working system inside the first week or two. From there the six-system path is self-paced, so you move as fast as your week allows.

I am genuinely short on time. Can I still do this?+

Yes. There is no schedule and no cohort to keep pace with, and access is for life. You can do an hour here and an hour there, pause when work gets heavy, and pick it straight back up. And because every Act ends in a system you actually ship, the time you spend turns into something usable right away, not just notes you will forget.

Is it worth it next to a degree or a bootcamp?+

Honestly, it is not close. A master’s runs €10,000 to €40,000 over two years, most of it theory you will never apply. A coding bootcamp is €10,000 and up for generic web skills, not 3D or spatial AI. This is one of the very few places this niche is taught at all, applied to your own data, and you leave owning six working systems plus the toolset for life. At a fraction of either price, and you can use it on Monday.

Do I need to be a strong coder to keep up?+

No. If you can read Python and you are willing to do the work, you are ready. The program teaches you to direct spatial AI, and the kickoff call makes sure you start on solid ground rather than guessing.

What if I join and it turns out not to be for me?+

You have 14 days. Go through Act 1, give it a genuine try, and if it is not the right fit, email me and I refund the full amount. The risk sits with me, not you.

How does the 5-payment plan work?+

At checkout you can choose to split the cost into 5 monthly payments of about €390 instead of paying once. You get the same full access from day one either way.

The right moment is now

Get into physical AI while it is still being written

Same program, same support from me, at the lowest price I run. If the timing is right, let us build your first system together before the ground shifts again.

€1,948 €2,997 35% off

or 5 monthly payments of about €390

Join 3D AI Architect, Professional 35% applies automatically. 14-day money-back guarantee.

Open until Sunday 8 June 2026.

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