Risk / Scenario Analysis: How Robust Is the Setup?
What is risk / scenario analysis?
Risk / scenario analysis asks whether a setup is worth taking right now, given its downside, event risk, and asymmetry.
A good idea is not always a good trade. This module helps answer: - how fragile the setup looks - how exposed it is to volatility and events - what the likely bull, base, and bear paths look like
What gets analyzed
| Input | What it helps estimate |
|---|---|
| Beta and volatility | How violent price movement may be |
| Drawdown history | How painful previous downside has been |
| Earnings proximity | Event risk in the near term |
| Liquidity | How hard it may be to exit |
| Market regime | Whether the environment supports or punishes risk |
| Upside context | Whether upside still compensates for downside |
Typical outputs
| Output | Meaning |
|---|---|
| Risk level: low | Setup looks relatively robust |
| Risk level: medium | Tradeable, but with visible fragility |
| Risk level: high | Setup is vulnerable to volatility or event risk |
The module also frames: - a bull case - a base case - a bear case
Why it matters
The best trades are not just right. They are asymmetric.
That means: - upside is meaningful - downside is manageable - timing risk is understood
Risk / scenario analysis is where the platform asks whether the trade is still worth taking after the exciting parts of the thesis are stripped away.
Signal interpretation
| Output | Meaning |
|---|---|
| Long | Risk/reward still supports the bullish setup |
| Short | The setup looks fragile, over-risked, or negatively asymmetric |
| Neutral | The scenario profile is mixed or unclear |
Limitations
- Scenario framing is still a model, not certainty
- Event risk can dominate all other signals
- Low-liquidity names can behave worse than historical data suggests
- Market regime can change faster than weekly snapshots
All 13 perspectives -> | Relative value -> | Time horizon analysis -> | Pricing ->