Utah investors weigh a shift from software to hardware as AI drives demand
Venture firms say demand for physical infrastructure is growing, but hard tech brings higher costs and longer timelines.
Based on reporting by Utah Business. Read the original story →
Continuing story: Utah and artificial intelligence
Utah's venture community, built largely on software, is weighing a shift toward hardware as artificial intelligence drives demand for physical infrastructure, Utah Business reported. In early 2026, a market sell-off dubbed the "SaaSpocalypse" wiped out more than $1 trillion in market value, and the magazine said it touched Utah companies, including Domo, which announced its sale to Progress Software, and Weave, which is closing a take-private deal with Francisco Partners. [1]
Torus, a Salt Lake City energy storage company that designs and manufactures its products in Utah, moved into a 545,000-square-foot facility in January and is already "bursting at the seams," said Spencer Hall, its head of government affairs. Torus was the first hard tech investment by Convoi Ventures, a Utah pre-seed fund, and became its first unicorn. Convoi general partner Trent Mano said the firm has shifted further toward hard tech and physical AI. [1]
Pelion Venture Partners, one of Utah's established firms, has invested in Torus and Creekstone Energy, but chief financial officer Steve Glover said a majority of its investments are still in the application layer of AI. Texas Instruments has committed $11 billion to a semiconductor campus in Lehi, which Utah Business described as the largest single economic investment in Utah's history. [1]
The article said hard tech brings challenges, including intensive research and development, higher up-front capital and return horizons that can run past the typical five- to seven-year window. Mano said a $250,000 to $500,000 check often is not enough to get a hard tech company to prototype. Hall said Torus faces a permitting process for every new installation and that finding talent is the hardest part. [1]
Utah Business also noted that 64.5% of 2025 venture investment was concentrated on the West Coast, according to NVCA and PitchBook, and said the state's ability to attract outside investment will depend on whether it can adapt. [1]
Sources
This story was written by AI from the report by Utah Business, which has the full story. How we write stories.