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Clement Vouillon

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Clement Vouillon Clement Vouillon

AI Context & Data Infrastructure

Infrastructure that turns proprietary data into usable, retrievable and persistent context for AI applications and agents.

25 Companies 3 Categories
Clement Vouillon Clement Vouillon

🇪🇺 AI-Native Robotics & Robot Intelligence Landscape

Robotics is moving from fixed automation toward systems that can learn, adapt, and operate in less predictable physical environments.

30 Companies 9 Categories
Clement Vouillon Clement Vouillon

🇪🇺 Factory Intelligence & Industrial AI Agents Landscape

AI is becoming an operational layer for factories, helping manufacturers understand what is happening on the shop floor and turn machine, production, and worker knowledge into f...

20 Companies 3 Categories
Clement Vouillon Clement Vouillon

The AI Inference Stack

As AI moves from model development to widespread production usage, inference is becoming its own infrastructure stack. Performance increasingly depends not only on access to GPU...

21 Companies 4 Categories
Clement Vouillon Clement Vouillon

Post Quantum Security

Companies helping organizations protect data, identities, and communications against future quantum-enabled attacks.

21 Companies 1 Category
Clement Vouillon Clement Vouillon

Quantum Computing Infrastructure

Startups building the core infrastructure needed to scale quantum computers, from physical machines to the software layers that make them usable.

70 Companies 6 Categories
Clement Vouillon Clement Vouillon

The Data Center Infrastructure Stack

Startups building the infrastructure, software, and deployment tools that help data center operators secure power, manage heat, optimize operations, and accelerate new capacity.

39 Companies 5 Categories
Clement Vouillon Clement Vouillon

European Identity, access & authentication cybersecurity landscape

A focused map of European companies building the identity layer of cybersecurity, from workforce IAM, CIAM, IGA and PAM to passwordless authentication, identity verification, di...

23 Companies 5 Categories
Clement Vouillon Clement Vouillon

The Programmable Plant Stack

Plants are becoming programmable assets. Advances in breeding, genomics, gene editing and AI are making it possible to design new species or varieties optimized for real economi...

15 Companies 3 Categories
Clement Vouillon Clement Vouillon

The Financialization of Compute

Compute is becoming financialized in three big ways: It is being priced like a commodity, traded like capacity and financed like infrastructure. Basically compute stops being on...

28 Companies 4 Categories
Clement Vouillon Clement Vouillon

AI for Engineering & Product Development: Product Data, PLM & Digital Thread AI

Startups applying AI to product data, BOMs, requirements, documentation, and engineering history, creating intelligence layers on top of PLM and fragmented engineering systems.

15 Companies 1 Category
Clement Vouillon Clement Vouillon

AI for Engineering & Product Development: AI-Native Design & CAD

Startups using AI to help engineers create, modify, explore, and improve designs, from generative CAD and text-to-CAD to geometry repair and manufacturability feedback.

12 Companies 1 Category
Clement Vouillon Clement Vouillon

AI for Engineering & Product Development: AI Copilots & Workflow Automation

Startups building AI layers around engineering workflows, helping teams set up simulations, connect tools, interpret results, automate repetitive tasks, and navigate complex tec...

12 Companies 1 Category
Clement Vouillon Clement Vouillon

AI for Engineering & Product Development: AI-Native Simulation

Startups using AI to accelerate, replace, or augment physics simulation, from surrogate models and solver replacement to real-time CAE and simulation-driven optimization.

12 Companies 1 Category
Clement Vouillon Clement Vouillon

The Financialization Layer for Physical Infrastructure

This landscape maps the emerging software and financial infrastructure layer that turns scarce physical assets, such as batteries, grid flexibility, GPUs, and data center capaci...

12 Companies 2 Categories
Clement Vouillon Clement Vouillon

European Defense Startups

119 Companies 9 Categories
Clement Vouillon Clement Vouillon

Revolut Alumni Mafia

Revolut ex employees who have launched their startup (and raised money).

9 Companies 1 Category
Clement Vouillon Clement Vouillon

Software for TIC / Inspection industry

6 Companies 1 Category
Clement Vouillon Clement Vouillon

DeepTech Recycling Startups

This landscape maps European deeptech startups developing proprietary in-house recycling technologies, rather than companies focused on collection, sorting, or standard recyclin...

38 Companies 7 Categories
Clement Vouillon Clement Vouillon

Public Procurement Software

Exploration of the new generation of software for public gov contracts

23 Companies 2 Categories
Clement Vouillon Clement Vouillon

Customs & Trade Compliance Startups

Landscape of startups helping businesses and customs brokers automate customs, trade compliance, and duty recovery workflows.

17 Companies 2 Categories
Clement Vouillon Clement Vouillon

The Geospatial Data Stack

A landscape of the geospatial data stack, from proprietary data sources to infrastructure platforms and vertical intelligence applications.

43 Companies 3 Categories
Clement Vouillon Clement Vouillon

AI for Critical Minerals & Mining Tech

Thesis: AI is becoming a new intelligence layer for the critical minerals industry, helping companies discover, analyze and operate mineral assets more efficiently. Especially w...

13 Companies 1 Category
Clement Vouillon Clement Vouillon

Agentic Transaction Infrastructure

Thesis: Agent-to-Agent transactions requires new infra services: From data and payments infrastructure to storefront and analytics tools.

17 Companies 2 Categories
Clement Vouillon Clement Vouillon

Next Generation Preventive Health Startups

Thesis: Preventive health is becoming a consumer product, driven by cheaper diagnostics, richer personal health data, and better AI interpretation. A new wave of startups is bui...

14 Companies 2 Categories