Barrick Gold signs multi-year AI deal with Avathon ahead of planned North American IPO

Barrick Mining Corporation is betting on artificial intelligence to sharpen its edge before one of the mining sector’s most anticipated public offerings. The company’s North American unit signed a multi-year strategic partnership with Avathon, an industrial AI firm, with the collaboration capable of generating up to $20 million annually for the technology provider.

The agreement, announced on September 23, 2026, centers on deploying Avathon’s Autonomy Platform across Barrick’s North American gold assets. That means AI embedded into exploration, mine planning, production logistics, and supply chain operations, essentially every major step between dirt and delivery.

What Avathon actually does

Avathon, formerly known as SparkCognition, builds industrial AI for high-stakes physical environments. Think predictive maintenance for heavy equipment, safety monitoring on active mine sites, and geological analysis that would otherwise require armies of specialists.

The specific targets here are equipment reliability and geological intelligence, two areas where unplanned downtime or a missed vein can cost tens of millions. Predictive maintenance alone, catching a mechanical failure before it happens rather than after, can dramatically reduce both safety incidents and lost production days.

Avathon CEO Mark Hill has emphasized that human oversight remains central to the deployment.

The IPO angle

Timing matters here. Barrick plans to complete an IPO of a minority stake in its North American operations before the end of 2026. The assets in question include Nevada Gold Mines, a joint venture with Newmont that ranks among the world’s largest gold-producing complexes, and Pueblo Viejo in the Dominican Republic.

In 2025, Barrick’s North American division produced approximately 2.0 million attributable ounces of gold, making it the operational backbone of the broader company.

The path to that IPO got considerably cleaner after Barrick resolved a long-running dispute with Newmont, its Nevada joint-venture partner. That settlement included a $1.95 billion payment, clearing the legal and operational friction that had complicated any clean separation narrative.

The Avathon deal fits neatly into the pre-IPO preparation playbook. Before you ring the bell, you want to show prospective shareholders a credible modernization story. Signing a five-year AI partnership with a named industrial technology firm is a concrete signal that management is investing in operational efficiency rather than just talking about it.

What this means for the broader mining sector

The $20 million annual revenue figure, if Avathon achieves it, also signals that enterprise mining contracts can be genuinely meaningful for mid-sized AI companies.

Barrick’s broader restructuring strategy has been to concentrate on Tier 1 assets, large, long-life mines in stable jurisdictions, while reducing exposure to higher-risk international ventures. The North American IPO is the most visible expression of that strategy. The Avathon partnership is the operational infrastructure being built underneath it.

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