PORTFOLIO RISK INTELLIGENCE

Know your risk.
Before the market moves.

Explore portfolio risk, discover hidden exposures, and test how investments respond to extreme market conditions. Quantitative analytics, translated into decisions that everyone can understand.

Explore the Platform ↓
✓ Quantitative risk analytics ✓ Interactive stress scenarios ✓ Explainable results
PORTFOLIO VALUE
$1,000,000 ● Sample portfolio
95% DAILY VaR · ILLUSTRATIVE
$18,400 Model-dependent estimate
THE RISK COMMAND CENTER

See beyond portfolio value.

A unified view of potential losses, downside severity, historical drawdown, and the impact of changing market assumptions.

DEMO DATA · USD
Portfolio Value ◉
$1,000,000
Fictional sample holdings
95% Daily VaR ↘
$18,400
Estimated loss threshold
95% Daily CVaR ◈
$23,200
Average loss in worst 5% tail
Scenario Loss ⌁
$0
Baseline shock: 0%

Portfolio value under stress

Illustrative modeled scenario path

BASELINE
Baseline value Stress scenario

Risk contribution

Illustrative contribution ranking

Contributions use the sample holdings and scenario assumptions. They are not a validated component-VaR calculation.

INTERACTIVE STRESS LAB

Change the scenario. See the impact.

Select a market shock, adjust the assumptions, and run the sample model. Outputs recalculate from the selected portfolio and configured shocks.

INTERACTIVE SAMPLE MODEL

Scenario controls

Change the sample market assumptions

Market decline / increase0%
Illustrative price change0%
Relative to baseline1.0×

This educational sample model applies configured asset-class shocks to fictional holdings. It is not a calibrated market-risk model or investment advice.

ESTIMATED PORTFOLIO CHANGE · SCENARIO MODEL
−$0

Select a scenario and run the stress test to see the modeled impact on the sample portfolio.

Stress test results

Computed from the selected demo assumptions

Stressed value
$1,000,000
Stress return
0.00%
VaR estimate
$18,400
CVaR estimate
$23,200

What does this mean?

The baseline scenario has no imposed market shock. Run a stress test to see how the sample portfolio responds to the selected assumptions.

Sample modelIllustrative data
RISK ENGINE

Complex calculations. Clear explanations.

The platform is designed to connect quantitative analysis with an interface that makes risk easier to explore.

⌁

Value at Risk

Estimate a loss threshold at a specified confidence level and time horizon. VaR does not describe the maximum possible loss.

↘

Conditional VaR

Explore the average modeled loss in the tail beyond a selected VaR threshold, subject to the chosen calculation method.

⌘

Risk attribution

Identify which holdings or factors contribute most to measured portfolio risk when an appropriate attribution model is available.

⌁

Factor sensitivity

Explore how market factors relate to portfolio behavior using estimated sensitivities and documented assumptions.

⌃

Drawdown analysis

Measure peak-to-trough declines across an observed or simulated portfolio-value series.

◈

Liquidity risk

Assess liquidation assumptions and potential costs when holdings, trading-volume data, and a suitable liquidity model are available.

ENGINEERING UNDER THE HOOD

From portfolio data to risk insight.

An overview of the intended service architecture. Integrations must be verified against the actual application before being presented as deployed components.

▤
Web InterfaceInteractive dashboard and charts
⇄
FastAPIValidated REST endpoints
∑
Risk EngineQuantitative calculations
▧
Data LayerPortfolio and market inputs
☁
InfrastructureDeployment and observability

Designed for reproducibility

A reliable risk service should validate inputs, identify data sources and timestamps, make calculation assumptions explicit, and produce results that can be reproduced from the same inputs and model version.

Technology direction

PythonFastAPINumPySciPy PandasPostgreSQLDockerAWS PyTestGitHub Actions
EXPLORE RISK DIFFERENTLY

Don't just look at returns.
Understand the downside.

Experiment with the sample portfolio and explore how assumptions change the risk picture.

Back to top ↑
RISK MINDER / LIVE WORKSPACE

Portfolio Stress Lab

Change a scenario, run the sample model, and inspect the results.
Portfolio Value
$1,000,000
Estimated VaR
$18,400
Estimated CVaR
$23,200
Stress Loss
$0
Configured shock0%
Configured shock0%

Scenario response

Recalculated sample output

Choose a scenario and run the sample calculation.