Welcome

Welcome back.

You enrolled because you want clarity. This is the map.

Six acts. One path. Built around the answers you are about to give me.

Dr. Florent Poux · 3D GeoData Academy
A quick hello

I am Florent.

I am a researcher, engineer, and teacher. I have spent the last fifteen years turning messy 3D data into systems that actually work, for industry, for research, and for the people learning alongside me.

I built this program because the field moves fast and most people drown in tools before they ever see the shape of the thing. So here is the shape. You and me, six acts.

— Florent
Hover the layers
Geometry
The shape of the world. Points, surfaces, volumes. Raw form.
Semantics
What each shape is. Wall, chair, road, tree.
Relationships
How shapes connect. Supports, contains, leads to, depends on.
World modeling
The four together. A living representation a machine can reason about.
What we are going to build together

Systems that see. Agents that reason. Twins that ship.

Pipelines you trust

From raw scan to clean, labeled, queryable data. Reproducible. Documented. Yours.

Hover to see it move

Models that work

3D deep learning you can train, debug, and deploy on the messy data you actually have.

Hover to see it move

Agents with spatial sense

LLMs that orchestrate your pipelines and reason about geometry, not just text.

Hover to see it move

Twins that earn

A digital twin of a real asset, integrated with live data, paired to a real decision.

Hover to see it move
The vision

Tools are not the point.
Clarity is.

3D AI is a lens.
Once you pick it up, you see everything differently.

Start where you are.
The road adapts.

Your compass

Focused hours
Acts ahead
6
Pace
Highest leverage
Branches that will matter most for you (hover to see what is inside)
The six acts

Your path, in order.

Start at Act 1. Always. The acts compound. The gold badge marks where you will feel the biggest leap given your answers.

The ecosystem · part 1 of 2

What you own forever.

This is the static side. Once you enroll, these four layers are yours. They do not expire. They do not move. They are your fortress.

🔒 Lifetime access
The spine

The 6 Acts

Structured, sequenced, built to compound. From Python foundations to a deployed digital twin.

Methodology Professional & Architect tiers only

The Operating System

The workflow that runs underneath everything. Includes Spatial OS, Reconstructor, and Segmentator. Apply it whether you are in Act 1 or Act 6.

Side quests

Standalone courses (current library)

Deep single-topic dives you can take anytime. Every course available the day you enrolled is yours to keep.

Community

Academy forum and Q&A

Where you get unstuck. Ask questions. See what other architects are building.

How the static core fits. The Acts are the road. The OS is how you drive. Standalone courses are side quests. The forum is the pit crew. All four are locked in from day one and stay yours.
The three enrollment tiers

Three ways in. Each gives you a different slice of the static core.

Core
The essentials.
  • The 6 Acts, lifetime access
  • Current standalone course library
  • Academy forum, read + ask
  • Operating System not included
Professional
The working stack.
  • Everything in Core
  • Operating System: Spatial OS, Reconstructor, Segmentator
  • Priority forum responses
The ecosystem · part 2 of 2

What keeps flowing.

The field moves. You need a pulse on it. Three living channels come free with your enrollment for 12 months. After year one, you decide whether to keep them flowing.

Signal · monthly

State of AI briefings

What changed in 3D AI, what to pay attention to, what to ignore. One clear read, every month.

Outcomes · monthly

Market & Job Board

Market direction, new jobs, companies buying 3D AI right now. The money map.

Fresh ammo

New standalone courses

Every new deep dive we release while your feed is active drops into your library automatically.

After month 12 · optional Want to keep the feed flowing past year one?

Your six acts, your current library, and your forum access stay yours forever (OS too, if you are on Professional or Architect). The living feed is the only thing that pauses after month 12. Yearly rate to keep it flowing, based on your enrollment tier:

Core $697/yr
Professional $697/yr

Cancel any time. No pressure. This screen is just so you know.

Your roadmap

The 3D AI Architect Roadmap

Take it with you. Print it. Pin it above your desk. Come back in six months and check what you already own.

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Download the PDF first. The next episode unlocks right after.

Ask a question

Drafts an email to howto@learngeodata.eu. Your email client opens so you can review and send.