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Clement Vouillon
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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.
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...
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...
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...
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.
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.
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...
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.
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...
European Defense Startups
Revolut Alumni Mafia
Revolut ex employees who have launched their startup (and raised money).
Software for TIC / Inspection industry
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...
Public Procurement Software
Exploration of the new generation of software for public gov contracts
Customs & Trade Compliance Startups
Landscape of startups helping businesses and customs brokers automate customs, trade compliance, and duty recovery workflows.
The Geospatial Data Stack
A landscape of the geospatial data stack, from proprietary data sources to infrastructure platforms and vertical intelligence applications.
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...
Agentic Transaction Infrastructure
Thesis: Agent-to-Agent transactions requires new infra services: From data and payments infrastructure to storefront and analytics tools.
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...
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