Legrand promised 50% more AI tokens per watt; data-center debt just went distressed
Legrand says its AI-embedded power gear can conjure 50 percent more compute from watts data centers already own. This week the bond market repriced the borrowers who pay for the buildout instead.
Vincent Jiang · 3 min read
Half again as many tokens, same watts
On October 6, Legrand−1.22% — Legrand, down 1.22 percent today, the French electrical-equipment group in the CAC 40, said it would embed Karman, an energy-AI company formerly called Utilidata, into the rack power-distribution units and DC power shelves it sells to AI data centers 1. Nvidia−1.70% — Nvidia, down 1.70 percent today and Quanta are among the investors behind Karman's $60.3 million June funding round 2. The claim, so far untested by any independent benchmark: operators can generate 50 percent or more additional AI tokens from power already provisioned, with the first Karman-enabled products due in mid-2027 1.
A seven percent pop, fully returned
Shares jumped more than 7 percent at Legrand's September 29 investor day, where management lifted its 2030 plan to 6 to 8 percent annual organic growth and a 21 to 22 percent adjusted operating margin 35. Data centers alone are meant to book more than €3 billion of sales this year, roughly a third of the group, while the traditional building-products side fights weak European construction 59. The market then took the pop back. On October 15 the stock closed at €130.15, down 3.84 percent on the day and 7.79 percent on the week, below its 20-day and 200-day moving averages 3. Reuters grouped Legrand with Nokia+1.91% — Nokia, up 1.91 percent today, Prysmian, Schneider Electric and ABB among AI-linked European names down 3 to 5 percent in the CoreWeave rout 4.
The halls are filled with borrowed money
The customers filling AI halls rent out computing on borrowed money, and that money repriced this week. CoreWeave+6.54% — CoreWeave, up 6.54 percent today, a "neocloud" that rents AI computing power, owed $51.6 billion at the end of June and burned $5.7 billion of cash in the second quarter alone 8. The selloff wiped about a fifth off its market value in two days, and on October 15 the yield on its 2031 bond reached 16.4 percent while insurance against its default traded above 1,000 basis points, record territory that S&P's market-data arm reads as distress 47.
CoreWeave's debt has almost quintupled since late 2024 while the quarterly cash burn deepens
- Total debt
- Free cash flow
Data
| Total debt | Free cash flow | |
|---|---|---|
| Q4 2024 | $10.62B | -$3.31B |
| Q1 2025 | $11.9B | -$1.35B |
| Q2 2025 | $14.56B | -$2.7B |
| Q3 2025 | $18.81B | -$0.7B |
| Q4 2025 | $29.82B | -$2.5B |
| Q1 2026 | $35.15B | -$4.71B |
| Q2 2026 | $51.61B | -$5.74B |
The bull case, and its leak
Analysts have not blinked. RBC kept Buy with a €170 target on October 9, Evercore+0.85% — Evercore, up 0.85 percent as of its last quote ISI set Outperform at €175 on October 2, and consensus stood at €176.14 on October 12 56. Deutsche Bank calls the selloff a buying opportunity, citing a CoreWeave backlog above $100 billion, two-thirds of it with investment-grade customers 7, and CoreWeave chief executive Mike Intrator told staff the market "misunderstands and acts irrationally" 7. The leak in the case: Evercore's own trading desk says the market is "no mas" on AI debt without operating cash flow 7, and Gartner+5.89% — Gartner, up 5.89 percent as of its last quote expects more than 80 percent of neoclouds to fold by 2030 4.
Every sell-side target sits at least 30 percent above Legrand's close
Data
| Value | |
|---|---|
| Consensus, 12 Oct | €176.14 |
| Evercore, 2 Oct | €175 |
| RBC, 9 Oct | €170 |
| Close, 15 Oct | €130.15 |
What November 5 decides
Nine-month sales land on November 5 6. Two claims now face each other: Legrand's shelves can conjure half again as much compute from watts its customers already own, or its fastest-growing line rides on renters newly charged 16 percent to borrow. A shelf that finds 50 percent more compute does nothing for the operator who cannot borrow to fill it.
Deepdive
AI-generated from this story and its cited sources. Not investment advice.



