Read the market
Start with regime, breadth and cross-asset conditions.
→ Market Intelligence and Stock Research
Monitor market health,
analyze the business,
and test your thesis.
Assess the market backdrop, compare stocks on a 6–18 month investment horizon, examine the business, then evaluate entry timing and historical rules separately.
✓ Measured evidence first✓ Point-in-time aware where history permits✓ AI/ML used selectively with validation controls
SEA OF SIGNALS RESEARCH FLOW
Market HealthStock Rating 6–18MFundamentalsTiming Signals
Explore the product
Build the thesis in a disciplined sequence.
Start with market conditions, compare stocks on a 6–18 month horizon, inspect the business, then evaluate entry timing and historical rules separately.
01 · Market context
Know the backdrop before you choose the stock.
Market Health combines trend, breadth, leadership, volatility, credit and cross-asset evidence into a measured US equity-regime view.
8-signal regimeBackdrop—not a buy/sell signal
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quantharbor.ai
A connected decision process
From broad conditions
to a defensible conclusion.
Prioritize research
Compare stocks through consistent multi-factor evidence over a 6–18 month horizon.
→Understand the company
Inspect valuation, financials and business quality.
→Check timing and test rules
Review timing separately, then examine explicit rules against available history.
→Research integrity
Measured first.
AI second.
Ratings and signals come from defined, versioned calculations. Machine learning is evaluated out of sample where it is used. Generative AI summarizes measured evidence; it does not create ratings, financial facts or event dates.
01 Defined factors and weights02 Historical and walk-forward testing03 Missing evidence is withheld and labeled
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