Puro Markvex — abstract visualization of data analysis and financial decision
Decision intelligence

Decision science applied to variable income

Puro Markvex analyzes large volumes of market data in real time and translates this information into concrete recommendations, helping self-employed people and individual investors reduce the variation in their monthly income.

Data volatility affects those who depend on variable income, and most available tools were not built for this reality.

Gig economy workers and individual investors face a common problem: everyday decisions made with incomplete or outdated information. Prices, demand, and market conditions change hourly, and most generic platforms don't keep pace.

Puro Markvex was built to process this information continuously, identifying patterns that are not visible to the naked eye and returning recommendations adjusted to the profile of each user, be it a transport platform driver, an independent service provider or an investor with their own portfolio.

Three components that support each recommendation

01

Predictive modeling

The models analyze historical series and real-time market signals to estimate short-term scenarios, with continuous updating as new data reaches the system. Forecasts are presented with confidence intervals, not as absolute certainties.

02

Risk assessment

Each recommendation is accompanied by an associated risk reading, allowing the user to decide with a clear idea of the exposure involved. The objective is not to eliminate the risk, but to make it visible and quantifiable before the decision.

03

Military-grade encryption

All transmitted and stored data is protected with military-grade encryption, applied both in transit and at rest. Access is segmented by user and subject to regular auditing, in accordance with applicable regulations in Portugal and the European Union.

How data is handled, from start to finish

01

Collection

Market data, demand history and relevant external variables are collected from verified sources and updated at short intervals.

02

Treatment

The information is cleaned, normalized and cross-referenced with the user profile before entering the predictive models.

03

Modeling

The algorithms generate scenarios and classify the risk associated with each recommendation, with continuous statistical review.

04

Delivery

Recommendations are sent in clear language, accompanied by the respective level of trust and risk.

Different results for different profiles

Independent workers

Stability in daily income

For those who depend on transportation platforms, deliveries or on-demand services, Puro Markvex identifies peak demand windows and adjusts availability recommendations, helping to reduce the dispersion of weekly income without requiring more working hours.

Lower variance on weekly income reported by active users
Individual investors

Decisions with quantified risk

For investors who manage their own portfolio, the platform cross-references market signals with the risk tolerance profile defined by the user, presenting alternative scenarios before any allocation decision.

Visible risk in each recommendation, before execution
Puro Markvex — data analysis team and infrastructure

An approach built to last

Puro Markvex does not promise guaranteed returns or eliminate the risk inherent in any financial or operational decision. The commitment is different: making the available information clearer, quicker to interpret and more consistent over time.

The infrastructure was designed to scale with the number of users without compromising the response time of the models, maintaining the same security discipline for any volume of data processed.

A more informed starting point for variable income

Access to the platform is protected by military-grade encryption and documented regulatory compliance processes, so the security of your data is not an additional concern in your decision-making routine.

Know how to get started