Prumo Valimento — market monitoring panel with artificial intelligence
Risk Management with AI

Protect Family Capital

Prumo Valimento processes real-time market data and translates volatility into concrete risk recommendations, applied to long-term savings and investments.

Prumo Valimento — technical team analyzing risk models and market data
The Platform

Continuous Surveillance, Precise Decision

Prumo Valimento combines predictive models with human oversight to track markets that don't pause. Data is processed continuously, without relying on occasional manual checks.

The objective is not to predict market behavior with absolute certainty, but to reduce the time between a relevant change and an informed response about the family's portfolio.

The Context

Volatile Markets, Constant Risk

Family savings are exposed to factors that change quickly and simultaneously: interest rates, inflation, exchange rates and political decisions. Monitoring these variables manually requires time that most families do not have available every day.

Prumo Valimento replaces occasional checking with permanent analysis, flagging relevant changes before they translate into significant capital losses.

Technology

How the Model Works

Four core components process market data and translate it into actionable decisions, without relying on constant manual intervention.

Predictive Analytics

Models trained on historical series and current data identify patterns associated with increases in risk before they manifest themselves in losses.

Model: Predictive Update: Continuous

Continuous Monitoring

Market data is collected and processed uninterruptedly, with no gaps between analysis sessions.

Frequency: Real Time Coverage: Global Markets

Automated Risk Management

Exposure limits defined by the family are automatically checked, with alerts whenever they are approached or exceeded.

Setting: Automatic Base: Defined Parameters

Portfolio Optimization

The recommendations consider the time horizon and declared objectives, without promoting unnecessary changes to the existing composition.

Horizon: Long Term Criteria: Family Objective
Methodology

From Analysis to Decision

Each recommendation goes through a defined process, so that the origin of a suggestion can always be explained.

01

Data Collection

Aggregation of market data, macroeconomic indicators and current composition of the family portfolio.

02

Risk Modeling

Calculation of volatility, correlations between assets and exposure to defined limits.

03

Recommendation Generation

Production of specific adjustment suggestions, with justification associated with each one.

04

Validation and Adjustment

Review of results in light of real market behavior and recalibration of parameters.

The underlying logic prioritizes capital preservation over maximum returns. In situations where the two objectives conflict, the model is configured to favor risk reduction, keeping the family informed about the reason for the choice.

Practical Applications

Applications for Families

The following scenarios illustrate how the analysis is adapted to different asset management objectives.

Protection of Family Savings

Applicable to families with capital concentrated in deposits and conservative funds. The model prioritizes the identification of losses in purchasing power and suggests gradual adjustments, without unnecessary exposure to high risk.

Priority: Capital Preservation Review Frequency: Continuous
Planning for Retirement

For investment horizons longer than ten years, the analysis incorporates the time available until retirement, gradually adjusting the portfolio composition as this horizon shortens.

Horizon: Long Term Adjustment: Gradual
Investment Diversification

When exposure is concentrated in a single sector, country or instrument, the model identifies this imbalance and proposes alternatives compatible with the risk profile defined by the family.

Focus: Concentration Reduction Base: Declared Profile
Technical Questions

Frequently Asked Questions and Security

Direct answers to the most frequently asked questions about the functioning and security of the platform.

How does real-time data analysis work?

The system receives continuous streams of market data and recalculates risk indicators as new data is received, without relying on manual update cycles.

What data is used by the predictive model?

Public market data, macroeconomic indicators and the declared composition of the family portfolio are used, always with the user's explicit consent.

Is my financial data protected?

Data is encrypted in transit and at rest, and account access requires multi-factor authentication, reducing the risk of unauthorized access.

Does the platform replace a financial advisor?

No. Prumo Valimento supports data-driven decision making, but does not replace personalized financial advice or guarantee future results.

Can I adjust the risk parameters?

Yes. Exposure limits and stated objectives may change at any time, and future recommendations reflect this change.

Security Practices

  • Encryption in Transit and at Rest
  • Multi-Factor Authentication
  • Data Hosting in the European Union
  • Access and Change Log

Optimize Capital Management

Start by reviewing the current composition of the family portfolio and defining the risk limits that the analysis will monitor on an ongoing basis.