Mining is a business of cycles, capital, and timing. Prices for gold and silver swing, projects take years to build, and a company's fortunes can turn on a single financing, permit, or drill result. In that environment, the most interesting opportunities are rarely the loudest names. They tend to be companies where the economics are quietly improving while the share price still reflects an older, gloomier story.
My job, as I see it, is to find those gaps — and to be honest about the ones that turn out to be gaps for a good reason. Every idea I write up runs through the same three questions.
1. Capital — where is the smart money going?
Serious capital usually moves before the narrative does. Insiders who know a business intimately, royalty and streaming companies that underwrite projects, operators who acquire assets, and institutions that build positions over time all leave a trail in public filings. I track that trail: insider transactions, major ownership stakes, and institutional positioning across the sector.
A single purchase proves nothing. But patterns — several independent, well-informed buyers accumulating the same company, a royalty firm committing capital, an operator taking a strategic stake — are worth a closer look. Capital is the starting signal, not the conclusion.
2. Inflection — what is actually changing?
A stock is cheap for a reason until the reason changes. So I look for genuine inflections in the business itself:
- Production ramping, or a mine moving from construction into cash flow
- Cash flow turning positive, or costs structurally falling
- Permitting or financing milestones that de-risk a project
- Strategic ownership changes that alter a company's trajectory
- Asset economics improving as the resource or the metal price picture shifts
The point is to separate a real operational turn from a press release. That means asking what evidence supports the change, and what would have to be true for it to continue.
3. Torque — how much upside, and what's the downside?
"Torque" is how much a company's valuation could move if the business performs as expected. A smaller company approaching cash flow can re-rate meaningfully — but the same leverage cuts both ways. So torque is only useful once the downside is understood first.
For every idea I try to frame both sides: a reasonable upside case if execution goes well, and the dilution, execution, financing, and commodity risks that could impair it. Mining and exploration investing carries substantial risk, including the total loss of capital, and I'd rather understate a thesis than oversell one.
Where the data comes from
The research is powered by GoldSignal Data, the infrastructure I built to organize ownership, insider activity, institutional positioning, and fundamental change across mining companies, drawn from public regulatory filings. Mispriced Miners is the public publication; GoldSignal.ai is the engine behind it.