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.

Defense431Logistics277Semiconductors &Computing264Energy234Manufacturing199Water197SpaceAgriTech & Food 91Advanced Materials 83MiningMobility & Transport 70
6,716companies sourced
80countries
4,291with granted patents
116already in Saudi Arabia
What is underneath the map9 technology families · 12 countries · United States leads with 2,048

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/ML1,153 companies · 66 problems
IoT/Robotics1,163 companies · 58 problems
Advanced materials684 companies · 28 problems
Cleantech380 companies · 15 problems
Semiconductors300 companies · 12 problems
Photonics156 companies · 6 problems
Biotech113 companies · 5 problems
Advanced Materials31 companies · 2 problems
Quantum25 companies · 1 problems

Where the supply is

Most of this market is not here yet, United States alone accounts for 2,048 of the 6,716 companies we have sourced, against 116 inside the Kingdom. Localisation is the work.

United States2,048
Germany530
United Kingdom473
France343
Italy285
Spain281
Netherlands251
China226
Canada212
Japan192
Sweden152
Switzerland144

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.