Build In-House 3D & Spatial AI
For teams with real 3D and AI problems
R&D / Engineering Teams
You’re building production-grade systems (reconstruction, point clouds, 3D deep learning, deployment). You need internal standardsand a shared technical language.
Innovation Unit
Founder / Small Technical Teams
Dr. Florent Poux
I read every message myself. Whether you’re just getting started or you’re scaling a 3D AI team, I’ll give you a real answer. No templates, no AI reply bots.
Intensive Sprint
(2–7 days)
An intensive on-site or hybrid sprint to align the team, de-risk architecture decisions, and unblock delivery.
Best when you need fast clarity on tooling, workflow, and feasibility.
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Deliverables: architecture blueprint, workflow standards, prioritized roadmap (optional prototype kickoff).
Team Accelerator
(4–8 weeks)
An outcome-driven program where one team ships a working system on a real internal use case, building autonomy, reusable tooling, and repeatable processes. Best when you want a team to deliver and own the result, not just learn.
Deliverables: working pipeline or MVP, documented repository, internal standards, team alignment.
Capability Stack
(12–24 weeks)
Organization-level capability building across multiple teams or complex programs, including methodology transfer, governance, and AI-enabled automation. Best when you’re scaling 3D & Spatial AI across the org, not a single team.
Deliverables: multiple working solutions plus an organizational capability blueprint (standards, scaling plan, automation).
Three Enterprise Scopes
✓ Intensive Sprint – 2-7 days
On-site or hybrid sprint to align teams, unblock architecture decisions and deliver a concrete milestone fast.
✓ Capability Program – 4 – 8 weeks
Build autonomy inside a team through a real internal project, with structured mentoring and reproducible workflows.
✓ Transformation Track – 12 – 24 weeks
Organization-level capability building across multiple teams, including standards, documentation and scaling blueprint.
Trusted by enterprise teams








Researcher
Technical University of Madrid​
ML Engineer
PropTech Startup​
Civil Engineer → Spatial AI Lead​
Senior 3D Engineer
Request an Enterprise Diagnostic
A short call to understand your goals, constraints and expected outcomes. You will receive a clear recommendation on scope and delivery format.
What you actually get
A working system built on your use case. Prototype, pipeline, MVP or internal tool.
How I work with you
Full remote, hybrid, or on-site
Platform access + live sessions + private support channel. Ideal for distributed and international teams.
Remote program + on-site workshops. Typical format: online preparation, 3–5 days on-site deep dive, follow-up support.
On-site delivery from 3 consecutive days. Recommended for sensitive data, complex environments, or rapid alignment needs.
Research-led method, battle-tested in the field
- ISPRS Jack Dangermond Award (2019)
- Author: 3D Data Science with Python
- Consultant and trainer for 5+ years for major global enterprises
- Academic & research background (PhD, teaching, supervision)
- 15+ years building end-to-end 3D systems (from research to deployment)
Common questions
Short answers. If you need specifics, we cover it on the diagnostic call.
Do you share pricing on the page?
No fixed price. It depends on the scope :
– Intensive Sprint (2–7 days),
– Team Accelerator (4–8 weeks),
– Capability Stack (12–24 weeks)
and on the delivery format (remote, hybrid, or on-site). After the diagnostic call, I send you a proposal shaped around your constraints and the outcomes you need.
Is this consulting disguised as training?
Can you work with sensitive data or constrained environments?
Reach out or book a call to keep learning
Reach out for tailored support, or book a call to have more information about new courses .
Send us your questions and ideas and we will define the best path forward