New York–based CVector Energy builds an AI software layer that sits between plant operations and bottom-line economics, continuously analyzing data to flag equipment issues, optimize energy use, and link actions such as opening a valve to their exact financial impact. The platform is already deployed with customers ranging from ATEK Metal Technologies’ aluminum casting facility in Iowa to San Francisco ammonia-production startup Ammobia, as well as public utilities, advanced manufacturing sites, and chemical producers. Founders Richard Zhang and Tyler Ruggles describe the offering as "operational economics," giving operators a clear, dollar-based view of every decision in complex facilities. Since its pre-seed round last July, CVector has grown to 12 employees and opened its first office in Manhattan’s financial district, increasingly recruiting data talent from hedge funds and fintech. The team reports that wider industry comfort with AI and strong demand for cost-control tools are accelerating adoption. The newly secured seed capital will fund further product development and expansion into additional heavy-industry verticals. Prior to the seed raise, the company had completed an undisclosed pre-seed round; no revenue or user counts were disclosed in the article.

Total raised

$7M

Funding rounds

2

Latest round

Seed

Latest activity

Jan 2026