H-Prime

Pre-decision intelligence for financial markets.

H-Prime simulates how institutional traders, analysts, and retail investors would collectively react to upcoming economic events — revealing market consensus before it forms.

Request Early Access
Process

How it works

From raw market data to actionable signals through simulated collective reasoning.

01

Data Assembly

Financial data from SEC filings, market feeds, and sentiment sources structured into analysis-ready documents.

02

Swarm Simulation

AI personas representing institutional archetypes debate on simulated platforms, forming factions and shifting opinions organically.

03

Signal Extraction

Emergent consensus analyzed for directional agreement, confidence, velocity, and counter-narratives.

04

Decision

Simulation confidence compared against market pricing. Only positions with demonstrated edge pass systematic risk criteria.

Approach

Why it's different

Markets are conversations. Traditional models aggregate static opinions. H-Prime simulates the conversation itself — the debates, the faction formation, the narrative shifts that move prices.

Consensus emerges, it isn't calculated. No single agent holds the prediction. It arises from interaction between institutional bond traders, macro strategists, and retail participants, exactly as real price discovery works.

Every simulation learns from the last. A persistent memory system tracks which agent archetypes predicted accurately and which didn't, compounding intelligence over time.

Performance

Early results

Sample of recent simulations across macro events and equity catalysts.

Event Signal Confidence Edge Decision
FOMC Rate Decision — March Hold, dovish tone 78% +12.4% Bet
NVDA Q4 Earnings Beat & raise 71% +8.1% Bet
CPI Release — February In-line print 54% +1.2% Pass
ECB Policy Statement Hawkish hold 69% +6.8% Bet
Nonfarm Payrolls — April Mixed signal 49% +0.4% Pass

The system identified actionable opportunities and correctly passed on markets with insufficient edge.

Use cases

Built for

Investment Firms

Thesis validation before committing capital. Stress-test positions against simulated market narratives.

Financial Advisors

Informed allocation decisions backed by multi-perspective consensus analysis.

Active Traders

Edge detection across prediction markets, earnings, and macro events.

See consensus before it forms.

Early access is available to a limited number of investment teams and individual traders.

Request Early Access