MUST HIT INTELLIGENCE
Independent research on asymmetric opportunities, future systems, social arbitrage, and monetary assets—built from the advantage-play mindset.
Markets are not slot machines, but both reward understanding structure. We look for situations where evidence, incentives, timing, and bounded downside create an attractive decision—not a guaranteed outcome.
Find the structural edge.
Size for uncertainty.
Record the decision.
Future Systems
AI, robotics, energy, advanced mobility, and the materials that make abundance possible.
Social Arbitrage
Gaps between public perception, cultural momentum, and underlying business reality.
Monetary Assets
Gold, Bitcoin, Ethereum, and the systems competing to store and transfer value.
Capital Process
Portfolio construction, decision records, backtests, trade reviews, and honest postmortems.
“Must hit” comes from an advantage-play structure where a known boundary can change expected value. In markets, nothing is guaranteed. The lesson we carry forward is to identify the constraint, calculate the downside, demand evidence, and act only when the price is worth the risk.
Follow the research, the decisions, and the postmortems as Must Hit Intelligence compounds a public record.