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Convert the live 5-factor engine into a verdict, entry zone, invalidation, risk-aware size, and a decision you can review later.

AAPL$327.73+0.3%
Strong Buy · 1–4 weeks · QuantLogix 5-factor engine
Buy now
77/100
Strong Buy signal with strong conviction and a defined invalidation.
The planconviction × inverse volatility, capped by 1% risk budget
Entry zone
$326.18 – $329.36
universe setup
Invalidation
Below $317.19
Exit the thesis, not just the trade
Target
$344.34
1.6:1 reward / risk
Suggested size
5% max allocation
15 shares per $100k example
Bull / base / bearsignal geometry + historical analogs
bull
$344.34
+5.1% · Plan works
base
$330.28
+0.8% · Historical analog
bear
$317.19
-3.2% · Invalidation

Evidence for

✓Technical trend confirms (81/100)
✓Fundamentals confirms (67/100)
✓Market structure confirms (93/100)
✓Similar setups won 68% over 5 days

Risks to respect

△Analyst estimate revisions are deteriorating
△Earnings event risk in 8 days
Entry ranges are model geometry, not executable quotes.Position sizing uses a hypothetical $100,000 account and is not personalized advice.Signals and inputs can change after this snapshot.

Educational analysis only, not investment advice. Decision Cards are deterministic model snapshots, not recommendations or guarantees. Paper trades use simulated funds.