Numeral raised a $100 million Series C led by Insight Partners, almost three times the Series B it closed a year earlier. California's SaaS tax from 2027 adds buyers to a category that Avalara, Vertex, Anrok and Zamp already sell into.
Perspective Coverage
4 publishers
- Builder
- Builder 24%
- Operator
- Operator 32%
- Investor
- Investor 44%
Reality
- Evidence62
- Adoption45
- Hype gap+15
- Incentives70
- Confidence60
A bank is testing buyer interest in Hugging Face at $13 billion, about 2.9 times its last round. The place most open weights resolve to would get an owner with its own agenda.
Perspective Coverage
4 publishers
- Builder
- Builder 30%
- Operator
- Operator 23%
- Investor
- Investor 47%
Reality
- Evidence45
- Adoption70
- Hype gap+35
- Incentives55
- Confidence55
Japanese purchasing teams use CADDi's drawing search to catch duplicate parts and check prices
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
Bessemer and TCV lead $300M round valuing Upwind Security at $3.8 billion
Upwind's Series C more than doubles the company's price since January and funds runtime collection pulled out of the Linux kernel, but it records what five investors will underwrite rather than what cloud security buyers have already bought.
Reality
- Evidence38
- Adoption
- Not scored
- Hype gap+34
- Incentives70
- Confidence46
Upwind banks $300m on refreshing the cloud asset map every 30 seconds
The Series C values the company at $3.8bn, double its January mark. The only number a buyer can act on is the refresh rate. A 30-second cadence only pays for itself if someone is on the other end of the diff.
Reality
- Evidence36
- Adoption18
- Hype gap+24
- Incentives64
- Confidence44
Agents climbed from 3% to 50% of the work created in Linear in four quarters
Linear's $99m tender at a $2.5bn mark prices existing shares rather than new capital, while the blog beneath it puts agent-created work at half the total, a composition figure Atlassian answers with a 4x quarter off an undisclosed base.
Reality
- Evidence58
- Adoption68
- Hype gap+20
- Incentives78
- Confidence55
Lovable's $400M round moves employee-built software onto the audit committee's agenda
Lovable raised $400M at a $13.3bn valuation on the promise that whoever owns a problem can build the software for it. That leaves boards deciding who owns those apps once the builders move on.
Publishers:lovable.dev
Reality
- Evidence22
- Adoption48
- Hype gap+38
- Incentives93
- Confidence33
A $1.05B valuation resting on one 256-GPU test and a breaker nobody has agreed to hand over
Emerald AI raised $150 million to make AI workloads curtailable on utility request. Its strongest evidence is a two-day test on one cluster, and the contract that would matter does not exist yet.
Reality
- Evidence44
- Adoption18
- Hype gap+52
- Incentives72
- Confidence55
buildConfirmed2 publishers A reported sale would end the arrangement where rivals held stakes in the Hub and none held control. Downstream of it, that is a dependency question rather than a valuation one.
Reality
- Evidence55
- Adoption76
- Hype gap+18
- Incentives64
- Confidence58
Three operational FireSat satellites have been in orbit since July, so this money buys build rate rather than proof. Terms, valuation and the equity-debt split remain undisclosed.
Reality
- Evidence62
- Adoption58
- Hype gap+22
- Incentives72
- Confidence60
Code Metal's $80M WarMatrix award shows OTA is where defense revenue now shows up
A $17 million first tranche became an $80 million agreement in under 12 months, awarded under Other Transaction Authority rather than the traditional procurement cycle.
Reality
- Evidence38
- Adoption55
- Hype gap+20
- Incentives72
- Confidence45