Schneider Electric's VC Arm Says Power Is AI's Bottleneck

Buildings, power and electrification gear cap AI's growth more than chips or models do, according to SE Ventures managing partner Amit Chaturvedy.

Chaturvedy says the pattern holds across his portfolio's 8 unicorns, and the stakes are physical, not digital. He puts AI's demand on the grid at 100 to 1,000 times what utilities saw when electric vehicles needed charging.

SE Ventures is Schneider Electric's €1 billion venture arm.

Chaturvedy's read cuts against how most AI and SaaS builders think about scaling. Compute allocation and model access dominate the conversation. Grid capacity is what actually caps growth, in his account.

The pricing floor

For SaaS builders, the read-through is on pricing. Seat pricing never had to track what a feature costs to run.

Outcome-based and usage-based pricing, the model most AI builders are converging on, tracks compute directly. That compute runs on electricity, and Chaturvedy says the grid can't easily supply more of it.

Crunchbase News doesn't say how SE Ventures prices that cost into its own portfolio bets, or whether Chaturvedy expects near-term relief from grid buildout. For now the claim rests on his word alone.