Fund
What replaces the 50-analyst pyramid. Three humans with capital allocation authority; everything beneath them is a research and risk fleet that runs every market hour.
The humans who write checks and answer to LPs.
Final allocation decisions, LP relationships, fund strategy. Reads the morning brief, asks the questions the constructs didn't.
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Sector lead. Reviews the research desk's daily output, runs diligence on the top candidates.
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A fleet of agents that runs every market hour. The humans pick targets; the agents do the reading.
Strategy backtesting, factor decomposition, anomaly detection across price and volume data.
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Reads filings, models cash flows, surfaces companies that look mispriced. Outputs a one-pager per target each morning.
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The team you have to have. One human; the rest is process.
Sets position limits, signs off on concentration. Reviews the daily exposure report the agents draft.
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Trade-blotter review, marketing-material review, KYC on new LPs.
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Trade execution, fund administration, LP reporting.
Routes orders, watches for slippage, post-trades the day's activity.
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NAV, capital calls, LP statements.
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LP communication and capital raising.
Writes the quarterly letter, runs the LP roadshow, handles incoming diligence requests.
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Tracks central-bank moves, supply-chain disruptions, policy filings. Flags themes that move correlations.
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Watches what other funds are buying, what they are writing, what they are quietly hiring for.
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