Our knowledge graph traces every company, contract, and capital flow connected to the forces that move prices. When multiple data sources — each from a different part of the system — converge on the same chain, that's where the money moves.
Free weekly digest. Pro: Real-time alerts + deep analysis + convergence reports →
Every government action, institutional filing, and capital shift creates a chain of forced moves. The graph traces them all.
Policy shifts, contract awards, institutional repositioning, congressional trades — and the downstream companies they force into motion.
When the government restricts gallium exports, the graph traces the chain through every downstream defense prime, semiconductor fab, and institutional holder exposed. When a senator on the Armed Services Committee files a disclosure, the graph connects it to every contract and company in the chain. When three hedge funds file 13Fs on the same defense name in the same quarter, the graph already mapped why.
Scanners show you what's already moving. The graph shows you what's about to move.
Explore the Graph →Three companies on the same photonics chain. The graph found each independently.
Select a disruption. Watch the cascade propagate through real supply chain dependencies.
I spotted a convergence in silver — congressional trades, a technical breakout, and institutional accumulation all hitting one after another. I bought calls and made 12x. But I sold at $48.
It went to $95.
The thesis was right. The entry was right. What I lacked was systematic convergence scoring — a way to know when enough structurally distinct data points had aligned to hold, not just enter.
Seven years inside Amazon's constraint systems — regulatory deadlines that couldn't slip, manufacturing floors that forced procurement, compliance rules that triggered real economic action regardless of anyone's intent. ForcedAlpha applies the same thinking: find the structural constraints that force capital to move, then map the chain before the market prices it.
Every data source is public. The structural intelligence that connects them is ours. Every alert is logged at detection, not hindsight. No cherry-picking, no silent deletions.
Our thesis: when governments act, institutions file, and capital shifts — every downstream chain is trackable before the market prices it. Read the framework →
Real convergences detected this month. Updated daily.
Each data domain is structurally distinct. When 3+ align within 30 days on one ticker, we flag it.
Free weekly digest — no spam, unsubscribe anytime
Free tier includes weekly digest. Pro adds real-time alerts + deep analysis →
Automated collection across government, markets, and policy — feeding every data point into the knowledge graph.
Automated collection feeds every data point into the knowledge graph to detect chain-level convergences
Original analysis covering defense, energy, critical minerals, and AI infrastructure