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

Decision support before a trade

QQQ Pre-Trade Risk Scan

Invesco QQQ Trust: review downside, sizing, concentration and correlation before adding exposure.

Updated:

QQQ risk snapshot

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

Sample scan with a demo portfolio

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

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Market regime
bull
Regime confidence
81%
Expected outcome
0.93%
90% range low
-5.47%
90% range high
7.57%
Break-even line
0%
Concentration
pass
Average correlation
0.7

Outcome distribution

90% modeled range

0%
Low -5.47%
High 7.57%
Mean 0.93%

Portfolio impact

Risk before vs. after

Annualized Volatility

Before
12.75%After
19.68%

Beta (vs SPY)

Before
1After
1.42

1-Day VaR (95%)

Before
1.37%After
1.92%

Max Drawdown (1Y)

Before
9.13%After
12.19%

Sizing controls

Position check summary

3Pass
1Warn
0Fail
Average portfolio correlation0.70

Risk changes after the proposed trade

Annualized Volatility

Before: 12.75% · After: 19.68%

Beta (vs SPY)

Before: 1 · After: 1.42

1-Day VaR (95%)

Before: 1.37% · After: 1.92%

Max Drawdown (1Y)

Before: 9.13% · After: 12.19%

Position sizing checks

Volatility

pass

Annualized volatility 20% (warn >40%, fail >70%)

Drawdown Risk

pass

Max drawdown 12% over 1Y (warn >25%, fail >45%)

Market Exposure

warn

Beta 1.42 vs SPY (warn >1.3, fail >2.0)

Liquidity

pass

Avg daily turnover $25.0B (warn <$50M, fail <$5M)

Continue the research

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