Bloomberg reports the London startup raised $100 million in seed money to route each task to the cheapest workable model-chip pairing. The wager is that heterogeneity outlasts convenience.
Reality
- Evidence55
- Adoption12
- Hype gap+35
- Incentives60
- Confidence60
CADDi raised $114 million at a $1.2 billion valuation and is opening its platform in the US, where the people who can name a saving sit in purchasing and the drawings they need to search are often still on paper.
Reality
- Evidence48
- Adoption55
- Hype gap+24
- Incentives80
- Confidence47
CADDi raised $114 million from eight investors, among them Toyota's Woven Capital and Recruit's HR Tech Fund, at a valuation 2.55 times its March 2025 mark and set against sales its chief executive says are more than doubling each year.
Reality
- Evidence48
- Adoption44
- Hype gap+14
- Incentives74
- Confidence57
The Tokyo and Chicago manufacturing software company was valued at $470 million in March 2025 and is now valued at $1.2 billion, with headcount up from 600 to about 900 and more than a hundred of those people employed to get customers to change how they work.
Reality
- Evidence45
- Adoption48
- Hype gap+20
- Incentives72
- Confidence55
PhysicsX's $135m Series B, led by Atomico, drew Siemens in as a strategic investor even as Siemens sells its own Simcenter solvers, and those two European rounds carry the whole case for simulation as a growth sector.
Reality
- Evidence26
- Adoption
- Insufficient
- Hype gap+55
- Incentives68
- Confidence34
CAM Assist already runs in more than 1,000 machine shops, where a machinist checks its work before anything is cut. The new money funds Quote Agent, whose output nobody inspects until the invoice.
Reality
- Evidence44
- Adoption52
- Hype gap+14
- Incentives72
- Confidence55
The Cambridge company says routing agentic work across Nvidia, AMD and Google chips doubles accuracy at a quarter of the cost. No customer has confirmed those numbers.
Reality
- Evidence42
- Adoption22
- Hype gap+38
- Incentives74
- Confidence55
Atomico led a $100m seed into a London compute-routing startup that raised $10.25m in February. The UK's Sovereign AI Fund made its first-ever investment here, in April.
Perspective Coverage
3 publishers
- Builder
- Builder 34%
- Operator
- Operator 23%
- Investor
- Investor 43%
Reality
- Evidence54
- Adoption18
- Hype gap+42
- Incentives74
- Confidence62