Landscape Directory

The Agent Stack: Marketing to Agents

This landscape covers software that helps businesses win demand when AI systems influence what people discover and buy. The products help companies...

The Financialization of Space

Startups building financial products and infrastructure specifically for space assets and space companies.

The Agent Stack: AI Spend & ROI

This landscape covers startups that help companies understand and control the economics of AI systems and agents. These products show where AI spen...

Cattle Intelligence & Automation

Startups using intelligent software and connected hardware to improve cattle management. The landscape focuses on systems that observe animals and...

Biosecurity for the Programmable Biology Era

Biology is becoming easier to engineer as AI tools improve and biotechnology becomes more accessible. This creates a need for a new security layer...

Industrializing Orbit

Space is starting to become an industrial environment rather than only a place for research. Falling launch costs are making it possible to move pr...

Synthetic Populations

Companies are turning real population data into models that make human behavior easier to understand and predict. The thesis is that the value is s...

Hydroclimate Resilience Startups

Climate change is making water less reliable. Rain increasingly comes at the wrong time, in the wrong place, or in the wrong quantity. This landsca...

The Agent Stack: Security & Control

The OpenAI and Hugging Face incident showed that autonomous agents cannot be trusted to report or police their own behavior. As agents gain more au...

European SpaceTech Companies

This landscape maps European companies building technology for the space sector. It focuses on startups and scaleups building technology for space.

The Belief Economy

AI is making rational answers easier to produce. But many human needs are not really about finding the correct answer. People still look for meanin...

Intelligent Aquaculture Systems

A landscape of new generation aquaculture companies using AI and advanced hardware to make farms more autonomous. The market is moving beyond analy...

Climate Intervention Startups

Startups developing technologies that deliberately alter weather or climate conditions to reduce specific environmental risks.

Species Protection & Regeneration Tech

Technologies that directly protect a defined species or animal group through measurable intervention.

Forestry Tech

This landscape maps startups applying advanced technology to forestry. It focuses on products that improve how forests are understood and managed,...

World Model Startups

This landscape covers "world models" a.k.a startups building learned representations of real or virtual systems that can predict how they evolve, i...

The Agent Stack: Agent Facing Software

This landscape covers startups building software whose primary user is an AI agent rather than a human. These products give agents the infrastructu...

Robotics Training Data

Companies that capture human and robot demonstrations to produce the real-world data needed to train physical AI systems.

Human Workflow & Knowledge Data for AI Agents

Companies that capture how people perform digital work and make decisions so AI agents can learn from human workflows and operational knowledge.

The Agent Stack: Data & Context

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

🇪🇺 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.

🇪🇺 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, productio...

The AI Inference Stack

As AI moves from model development to widespread production usage, inference is becoming its own infrastructure stack. Performance increasingly dep...

Post Quantum Security

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

Quantum Computing Infrastructure

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

The Data Center Infrastructure Stack

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

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 authenticat...

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 variet...

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. Ba...

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 fr...

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 manufa...

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 t...

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 simulati...

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...

European Defense Startups

This landscape maps the new generation of European defense startups emerging in response to a rapidly changing security environment. It highlights...

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,...

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.

Critical Minerals & Next-Generation Mining Tech

A landscape of technology companies reshaping the critical minerals industry through new approaches to resource discovery, mine development and pro...

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....