KoBold Metals is a mineral exploration company founded in 2018 that applies artificial intelligence and data science to the discovery of critical metals such as copper, nickel, cobalt and lithium. Its mission centers on finding the large new deposits of battery and clean-energy materials needed for electrification and the energy transition.
The company's core approach is to treat mineral exploration as a data problem. KoBold aggregates vast and varied datasets, including geological, geophysical, geochemical and historical drilling data, into a unified platform and applies machine learning models to predict where economically significant deposits are likely to be located, aiming to improve the traditionally low success rate of exploration.
KoBold operates exploration projects globally and partners with mining companies and landholders, combining its AI-driven targeting with on-the-ground exploration and drilling. It has attracted attention for high-profile copper discovery efforts and for positioning AI as a way to accelerate the supply of metals essential to decarbonization.
The company is backed by prominent investors, including Breakthrough Energy Ventures and other major funds and strategic backers, reflecting strong interest in the intersection of AI and critical minerals supply.
KoBold operates in the mining and exploration industry rather than the consumer software market, and its competitive landscape includes traditional exploration companies and majors as well as other data-driven exploration efforts. Its differentiation lies in scaling a proprietary AI and data platform across many exploration sites.
For the energy transition and resources sector, KoBold represents a notable test of whether machine learning can meaningfully improve discovery rates for the metals underpinning clean energy, though exploration outcomes remain inherently uncertain and long-term.