AI start-ups announced 23 funding rounds from 9 to 11 November that FourWeekMBA covered, and together they total $3.58 billion, by our arithmetic. The largest was Mercor’s $750 million Series D at a $20 billion valuation, with NVIDIA among 13 investors named in its release.
Three infrastructure rounds took $1.25 billion, about 35% of the money, while 15 application and service rounds took $1.64 billion, about 46%. The median round was $50 million, also by our arithmetic.
Business Pill · Power Law Explained
An evergreen Business Engineer explainer on power laws, why a few outcomes take most of the total. It teaches the general idea only and does not discuss these funding rounds.
The key insight: By our count, AI start-ups announced 23 funding rounds worth $3.58 billion from 9 to 11 November in our coverage, led by Mercor’s $750 million Series D. The five largest took about 72% of the money; three infrastructure rounds took about 35%, and 15 application and service rounds about 46%, by our arithmetic.
Mercor, which supplies human experts to train and test AI models, said it raised a $750 million Series D at a $20 billion valuation. London chip start-upFractile raised $720 million at a $7 billion valuation, the Financial Times reported, citing people familiar with the matter; the UK government said the Series C was worth over £500 million.
Energy-storage start-upTorus raised a $500 million Series C led by Magnetar, Bloomberg reported, citing a Torus statement. Dutch defence start-upOnodrim raised $300 million at a $1.3 billion valuation, according to the FT as relayed by IPO Newsroom, and Path Robotics raised a $300 million Series E at a $2.45 billion post-money valuation, led by Georgian.
Together the five come to $2.57 billion, about 72% of the total, by our arithmetic.
The 23 AI funding rounds announced 9 to 11 November 2026 that FourWeekMBA covered, $3.58 billion in total: share of dollars and share of rounds by category. Amounts are from company releases and outlet reports in our pieces; categories and shares are our arithmetic.
Infrastructure Against Applications
The infrastructure money went to two chip companies and one energy company: Fractile, Torus and Tendrils, a Cambridge chip start-up that raised $30 million in a round led by Benchmark. Fractile and Torus alone are $1.22 billion.
Applications and services had the most rounds. Nominal announced a $240 million Series C at a $3 billion valuation; Blue J raised US$176 million, of which nearly US$100 million will buy shares from employees and early investors, The Globe and Mail reported; and Rox announced a $100 million Series B at a $1.3 billion valuation.
Robotics and physical AI took about 10%, through Path Robotics, Mosaic Intelligence Labs ($47 million seed) and Akara ($5.5 million). Graphon Labs’ $35 million Series A was the only AI-lab round in the set.
Three Days Against Last Week
Eight of the 23 rounds were $100 million or more, and they total $3.09 billion, by our arithmetic. In our count for 1 to 7 November, eight rounds of that size totalled $3.32 billion. Three days have matched last week’s count and reached about 93% of its dollars.
Last week infrastructure took about 42% of the $100 million-plus total. This week Fractile and Torus are about 40% of it, by our arithmetic.
The Structural Read
As we read the count, the money is concentrated while the deal flow is spread: five rounds took about 72% of the dollars, and the median round was $50 million.
As we read the split, a few large cheques went to the bottom of the stack, chips and power, while most rounds went to applications; Fractile and Torus alone raised $1.22 billion.
Mercor, company release, 10 November 2026, as quoted in our piece
“raised a $750 million Series D at a $20 billion valuation”
Three Implications
FOR FOUNDERS The median round in the set was $50 million, and 15 of the 23 rounds went to applications and services, by our count.
FOR INVESTORS Eight rounds of $100 million or more total $3.09 billion, about 93% of the $3.32 billion we counted for all of 1 to 7 November, by our arithmetic.
FOR INFRASTRUCTURE Three infrastructure rounds, Fractile, Torus and Tendrils, raised $1.25 billion, about 35% of the total, by our arithmetic.
The analysis says: “This entire ecosystem has been shaped by constraints, bottlenecks, chokepoints, and scarcity at every layer.”
As we read it, this week’s largest infrastructure cheques went to a chip maker and a power-and-compute product, two of those constrained layers. The analysis does not discuss these funding rounds.
What Is Not Established
The count covers only rounds we reported, so it is not a census of AI funding. Several amounts are reported rather than announced: Fractile’s $720 million and Onodrim’s $300 million come from the FT, Blue J’s from The Globe and Mail. We counted Clara’s $65 million Series C equity without its $40 million facility renewal, Bay’s $50 million raised at emergence, and Alta’s $47.5 million Series A rather than its $80 million total.
We left out Mavria, which says it has raised $130 million to date while its Form D shows $75 million sold, Nvidia’s investment in Point2, which had no amount, and Anthropic’s $26 billion placement, which is tied to its IPO. The week is not over.
This Week In The AI Supercycle
The Great Convergence of Capital, Power, and Geopolitics
This week’s issue: for two years the AI build-out was priced as a supply story, and last week as a credit story. This week it was priced as a permission story, and the answer arrived as a cost, not a ban.
From 9 to 11 November, AI start-ups in our coverage announced 23 rounds worth $3.58 billion, led by Mercor’s $750 million. Five rounds took about 72% of the money, three infrastructure rounds took about 35%, and the eight $100 million-plus rounds already total about 93% of last week’s, by our arithmetic.
A note on sourcing. This count is built from FourWeekMBA’s own published pieces on each round from 9 to 11 November 2026 and our AI landscape dataset, which record the company release or outlet report behind each figure; each round links to its piece. Totals, the median, category shares and the comparison with our 1-7 November count are our arithmetic, and the categories are our own grouping. The companies were not contacted for this piece.
Gennaro Cuofano is a CRO and tech executive who has worked in AI since late 2015, starting with bringing NLP, natural-language generation, voice and chatbot products to the marketing industry. His background is in law and finance: he holds a Master's degree in Law and an International MBA with an emphasis on corporate finance (LUISS Business School and the University of San Diego, 2012), and worked as a financial analyst at a real-estate investment firm in San Diego and as an assistant controller. His work focuses on business model strategy, business engineering and, more broadly, structural analysis: how companies make money, read from their own filings. He created FourWeekMBA and leads research there and at The Business Engineer, his newsletter on AI and business strategy, with over 95,000 subscribers and more than 1,000 published analyses. His writing has also appeared on Entrepreneur (for example, How to Digitize a Family Business in Europe) and HackerNoon. Find him on LinkedIn and Substack. See how we source.
