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Model Pool

Ready-to-use models, organized by topic, use and industry. Standardized, documented and validated, adjusted to your industry and put into production inside your organization.

  • One inventory, three ways to browse it
  • Each model shows its real status
  • Assumptions, inputs and validation documented
  • If your model is not here, we build it

The inventory

One inventory, three ways to browse it. Each model shows its real status.

Risk 9 models

  • Active

    Risk-adjusted return

    Sharpe, Sortino, information ratio and other measures that weigh return against risk taken.

    Banking · Insurance · Asset and investment management

  • Active

    VaR · value at risk

    Variance-covariance, historical simulation, Monte Carlo, Boudoukh, filtered historical simulation, neural networks and random forests.

    Banking · Insurance · Asset and investment management

  • Active

    Relationships and conflicts of interest

    Detects links between people, companies and transactions to identify related parties and conflicts of interest.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

  • Active

    Operational risk identification

    Identifies and classifies operational risks from processes, events and incidents.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

  • Active

    Key risk indicators (KRI)

    Indicators with thresholds and traffic lights to track key risks.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

  • Active

    Insurance pricing risk

    Measures whether premiums are sufficient for expected claims.

    Insurance

  • Being updated

    CAMEL · counterparty limits

    Allocation of investment limits to securities-market counterparties.

    Banking · Insurance · Asset and investment management

  • In development

    Liquidity risk

    Liquidity gaps and coverage indicators across horizons.

    Banking · Asset and investment management

  • In development

    ESG and climate risk for portfolios

    A portfolio's exposure to ESG and climate factors, and its effect over time.

    Banking · Insurance · Asset and investment management

Finance and forecasting 7 models

  • Active

    TWR · time-weighted return

    Return of an investment portfolio, neutral to contributions and withdrawals.

    Banking · Insurance · Asset and investment management

  • Active

    MWR · money-weighted return

    The investor's return given the timing and size of contributions and withdrawals.

    Banking · Insurance · Asset and investment management

  • Active

    Return attribution

    How much of the result comes from allocation, selection and each asset.

    Banking · Insurance · Asset and investment management

  • Being updated

    CAMEL · counterparty limits

    Allocation of investment limits to securities-market counterparties.

    Banking · Insurance · Asset and investment management

  • In validation

    Cash flow forecasting

    Forecasts cash inflows and outflows under scenarios.

    Corporates · Public sector · Banking · Insurance

  • In development

    Budget and variances

    Budget construction and variance tracking.

    Corporates · Public sector · Banking · Insurance

  • In development

    Liquidity risk

    Liquidity gaps and coverage indicators across horizons.

    Banking · Asset and investment management

Portfolios and investments 6 models

  • Active

    TWR · time-weighted return

    Return of an investment portfolio, neutral to contributions and withdrawals.

    Banking · Insurance · Asset and investment management

  • Active

    MWR · money-weighted return

    The investor's return given the timing and size of contributions and withdrawals.

    Banking · Insurance · Asset and investment management

  • Active

    Return attribution

    How much of the result comes from allocation, selection and each asset.

    Banking · Insurance · Asset and investment management

  • Active

    Risk-adjusted return

    Sharpe, Sortino, information ratio and other measures that weigh return against risk taken.

    Banking · Insurance · Asset and investment management

  • Active

    VaR · value at risk

    Variance-covariance, historical simulation, Monte Carlo, Boudoukh, filtered historical simulation, neural networks and random forests.

    Banking · Insurance · Asset and investment management

  • In development

    ESG and climate risk for portfolios

    A portfolio's exposure to ESG and climate factors, and its effect over time.

    Banking · Insurance · Asset and investment management

Actuarial 2 models

  • Active

    Insurance pricing risk

    Measures whether premiums are sufficient for expected claims.

    Insurance

  • In validation

    Technical reserves

    Reserve estimation with Chain Ladder and its variants.

    Insurance

Detection 3 models

  • Active

    Relationships and conflicts of interest

    Detects links between people, companies and transactions to identify related parties and conflicts of interest.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

  • Active

    Alert stratification

    Ranks alerts by risk level to prioritize review.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

  • In validation

    Anomaly detection

    Detects anomalies in data across different processes.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

Data and segmentation 3 models

  • Active

    Segmentation and classification

    Segmentation methods for different purposes: clients, products, counterparties or alerts.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

  • In validation

    Anomaly detection

    Detects anomalies in data across different processes.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

  • In validation

    Data quality

    Validation and reconciliation rules that flag incomplete or inconsistent data.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

Artificial intelligence 2 models

  • Active

    Segmentation and classification

    Segmentation methods for different purposes: clients, products, counterparties or alerts.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

  • In development

    Regulatory document classification

    Classifies regulations and documents by topic, obligation and validity.

    Banking · Insurance · Asset and investment management · Corporates · Public sector

How a model from the inventory behaves

Move the parameters and watch the expected loss of a portfolio change. This is the difference between assuming normality and modeling fat tails: the kind of methodological decision built into Model Pool.

Model parameters
99%
20%
10
Return distribution
Portfolio return distribution with the loss tail beyond VaR shaded.-4σ-2σ0σ2σ4σVaR 99%
VaR
—
Expected Shortfall
—
VaR per 1,000,000
—

Illustrative parametric model with zero mean. Not investment advice.

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