Discovery

See the whole market before you pick a problem. Every theme we cover, sized by how many companies we can actually field against it and shaded by how proven it is. Browsing is free; the companies inside each bubble are for members.

Shade, how proven
EmergingScalingDeployed
A sector shades by how much of it is already Deployed, so the darkest ones are the readiest to buy from. Open one to see each problem’s own stage.Size, companies we can field

Hover to compare. Click a sector to see the problems inside it.

Water167Energy144Logistics134Semiconductors &Computing115Manufacturing114Defense83Space78Mobility & Transport 48AgriTech & Food 27Advanced Materials 19Mining 17
3,065companies sourced
68countries
583with granted patents
92already in Saudi Arabia
What is underneath the map9 technology families · 12 countries · United States leads with 801

What the answers are built from

A company appears once per problem it can solve, so these totals overlap. That overlap is the point: the same robotics stack shows up in mining, manufacturing and defense.

AI/ML607 companies · 59 problems
IoT/Robotics545 companies · 52 problems
Advanced materials295 companies · 23 problems
Cleantech181 companies · 15 problems
Semiconductors123 companies · 12 problems
Photonics82 companies · 5 problems
Biotech27 companies · 3 problems
Advanced Materials20 companies · 2 problems
Quantum16 companies · 1 problems

Where the supply is

Most of this market is not here yet, United States alone accounts for 801 of the 3,065 companies we have sourced, against 92 inside the Kingdom. Localisation is the work.

United States801
Spain228
Italy221
Germany214
United Kingdom199
France187
Netherlands128
Saudi Arabia92
Sweden88
Finland72
Denmark67
Belgium47

Looking for companies rather than a problem?

Building a cohort, populating a challenge, or looking for deal flow in one sector. Tell us what you need and what it is for. We put the list together by hand.

Found the problem worth solving?

Members see every company behind every bubble. If your problem is not on this map, that is worth knowing too. Tell us and we will go and find it.