Seligman Ventures doubles capital to $1 billion on AI hardware wave

Seligman Ventures has doubled its capital under management to $1 billion, betting that the artificial intelligence boom is reviving investor appetite for hardware companies.

The move marks a sharp reversal for a category that spent much of the past decade out of favor. Software-as-a-service startups commanded the bulk of venture dollars while hardware firms — with their capital intensity, long development cycles and manufacturing risk — struggled to raise institutional money at scale.

AI has changed that calculus. The surge in demand for computing power, specialized chips, data center infrastructure and the physical systems needed to run large AI models has pushed hardware back to the center of venture investment decisions, as reported by The Star.

For Seligman Ventures, the doubling to $1 billion signals conviction that this shift is durable rather than a passing cycle. The firm is positioning itself to fund the companies building the physical layer of the AI economy — the machines and infrastructure on which the software layer depends.

The decision also reflects broader market dynamics. Investors who once treated hardware as a slow, margin-thin business now view AI-related hardware as a scarce and strategic asset class. Capacity constraints across the computing supply chain have reinforced that view, making hardware makers and infrastructure plays harder for late-stage capital to ignore.

Seligman's expanded war chest gives it additional firepower to lead larger rounds and to support portfolio companies through the capital-intensive phases of hardware development — stages that traditionally forced startups toward corporate backers or strategic investors.

The firm now faces the question every investor scaling into an AI-driven theme confronts: whether the hardware demand underpinning today's valuations holds as the technology cycle matures, or whether the influx of capital outruns the returns the sector can ultimately deliver.

Seligman Ventures has placed its bet. The next phase will show whether the $1 billion commitment proves a well-timed entry into a structural shift — or a peak-of-cycle allocation into a crowded trade.