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Chronicles

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Graphcore, which designs processors for AI applications, raises $150M extension to its Series D at a $1.95B valuation

The UK has a strong history when it comes to processors, but the global chip market has seen some ups and downs of late.  Today comes some big news that underscores …

TechCrunch Ingrid Lunden

Context & Ripple Effects

Graphcore's $150M Series D extension caps a fast climb: the UK machine-learning chip maker raised $50M from Sequoia in 2017, then $200M at a $1.5B valuation in late 2018, and this extension lifts that mark to $1.95B barely a year later. The round lands in a chip market the coverage describes as seeing 'ups and downs,' making it a bet that specialist AI silicon can hold its own against incumbent processors.

First-order effects

  • Graphcore gains an extended runway and a higher paper valuation without pricing a new round, buying time to mature its IPU chips while rivals like Nvidia dominate customer deployments.
  • Investors including Microsoft and BMW deepen their exposure to a UK chip champion whose value has nearly doubled in fourteen months.

Second-order effects

  • The capital intensity of competing in AI silicon shows immediately: Graphcore returns for a $222M Series E led by Ontario Teachers' before the year ends, pushing its post-money to $2.77B.
  • Strategic investor Microsoft's role becomes double-edged — it backs the company financially yet reportedly declines to deploy its chips, leaving Graphcore dependent on winning outside customers.

Third-order effects

The trend: Specialist AI chip startups rode successive mega-rounds on valuation momentum through 2020, but the gap between raised capital and commercial traction ultimately forced exits well below peak valuations.