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North Cloud Holdings raised $60 million in a Series B round led by PeakSpan Capital.
Why it matters: North.cloud's $60M Series B and its TokenFlow product show how AI infrastructure spending is becoming a FinOps problem, with early customers reporting $400M in combined savings.
Vinci4D closed a $250 million Series B at a $1.5 billion valuation, co-led by Advent International.
Why it matters: Vinci4D's physics-trained simulation models and its $250M Series B show how physics foundation models are being positioned against traditional finite element analysis in chip design.
Harmonic Security raised a $50 million Series B led by Crosspoint Capital Partners.
Why it matters: Harmonic's $50M Series B lands as two rivals get acquired, so readers can weigh whether standalone AI-usage security survives or gets absorbed into larger platforms.
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