Mariana Minerals is a startup founded by former Tesla engineers focused on rebuilding America’s critical minerals supply chain. The company operates across the full chain — from mining through refining — using software-first systems to modernize capital projects, mining operations, and plant operations.
The company’s core thesis is that AI and autonomy can accelerate engineering, procurement, construction, and refinery control, reducing dependence on scarce expert labor while improving throughput. Rather than treating mining as a purely physical problem, Mariana treats it as a software and systems problem: better models for project execution, better controls for plant operations, and better tools for the engineering teams running them.
Mariana emerged from a recognition shared by its founders during their Tesla years: the real bottleneck for AI and industrial growth is not models or chips, but physical infrastructure — minerals, energy generation, refining, and manufacturing. With U.S. competitiveness increasingly tied to domestic supply chains and fast project execution rather than labor cost alone, Mariana’s approach of combining Tesla-style operational culture (techno-optimism, risk tolerance, fast decisions) with AI-driven automation positions it at the intersection of reindustrialization and the AI buildout.