H|ψ⟩ Quantum Finance
Stock & Options Analytics for AI Agents

Decision support before a trade

SPY Pre-Trade Risk Scan

SPDR S&P 500 ETF Trust: review downside, sizing, concentration and correlation before adding exposure.

Updated:

SPY risk snapshot

Only values returned by the risk-scan API are displayed. Missing data is not estimated.

Sample scan with a demo portfolio

SPY is added in equal weight to a demo portfolio holding QQQ, NVDA, TSLA, RKLB. "Before" is that portfolio, "after" includes SPY. With a paid plan the same scan runs against your own watchlist.

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Market regime
bull
Regime confidence
81%
Expected outcome
0.71%
90% range low
-3.49%
90% range high
4.94%
Break-even line
0%
Concentration
pass
Average correlation
0.68

Outcome distribution

90% modeled range

0%
Low -3.49%
High 4.94%
Mean 0.71%

Portfolio impact

Risk before vs. after

Annualized Volatility

Before
12.75%After
12.75%

Beta (vs SPY)

Before
1After
1

1-Day VaR (95%)

Before
1.37%After
1.37%

Max Drawdown (1Y)

Before
9.13%After
9.13%

Sizing controls

Position check summary

4Pass
0Warn
0Fail
Average portfolio correlation0.68

Risk changes after the proposed trade

Annualized Volatility

Before: 12.75% · After: 12.75%

Beta (vs SPY)

Before: 1 · After: 1

1-Day VaR (95%)

Before: 1.37% · After: 1.37%

Max Drawdown (1Y)

Before: 9.13% · After: 9.13%

Position sizing checks

Volatility

pass

Annualized volatility 13% (warn >40%, fail >70%)

Drawdown Risk

pass

Max drawdown 9% over 1Y (warn >25%, fail >45%)

Market Exposure

pass

Beta 1.00 vs SPY (warn >1.3, fail >2.0)

Liquidity

pass

Avg daily turnover $34.3B (warn <$50M, fail <$5M)

Continue the research

SPY Pre-Trade Risk Scan: Position Size & Risk | HPSILab