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Recia Provechumbre — predictive portfolio analytics dashboard for remote professionals
Auditable performance

Portfolio optimization based on predictive modeling, for professionals who work from anywhere

Recia Provechumbre connects your investment accounts with real-time analysis models, calculates risk scenarios on assets in COP and USD, and generates documented recommendations that you can review from any time zone.

Access the Performance Log Configure Analysis Node
Tracking Dashboard

Consolidated portfolio variation in COP and USD during the last 90 analysis cycles, with standard deviation calculated per data block.

Methodology

Predictive modeling applied to investment decision making

The Recia Provechumbre analysis engine processes time series from multiple markets—fixed income, listed stocks, cryptoassets, and the COP/USD currency pair—using statistical models trained on multiple years of historical data. Each recommendation that reaches your panel is accompanied by a confidence interval and a note detailing the variables considered in the calculation.

The connection to your accounts is done through read-only and bounded execution API integrations, without custody transfer. You define the exposure limits and the system operates within that framework.

  • Integration via API with multiple brokers and exchange houses.
  • Exposure recalculation every 4 hours during active market hours.
  • Adjustment of positions according to implied volatility of the COP/USD pair.
  • Traceable record of each decision, available for user review.
Recia Provechumbre — data ingestion and recommendation generation architecture
Analysis architecture: market data ingestion, statistical modeling and generation of documented recommendations.
Transparency

Public performance record, verified by the user community

Each analysis cycle is documented in a searchable record. Active users can check published results against their own account statements and flag discrepancies.

Cycle Period Yield. net (COP) Volatility (30d) Verification
114 01–07 Oct +1.2% 3.4% Verified
115 08–14 Oct −0.4% 4.1% Verified
116 Oct 15–21 +0.9% 2.8% Under review

The figures above illustrate the format of the public record. The actual values ​​of each cycle vary depending on market conditions and are published continuously on each user's authenticated panel, along with calculation details.

Community verification consists of cross-checking the user's account statements against the records generated by the system; Reported discrepancies are marked “under review” until resolution.

See complete audit methodology →
Remote operation

How the platform operates while you travel

The flow is designed to operate without constant supervision, within limits that you set yourself before the first cycle.

01

Account connection

Your broker or exchange accounts are linked through API, with permissions limited to reading and execution within defined limits.

02

Parameter definition

You set the acceptable risk threshold and maximum allowed exposure in COP and USD.

03

Autonomous monitoring

The system analyzes market data continuously and makes minor adjustments within the authorized range.

04

Remote notification

Receive alerts and can review or modify parameters from any time zone and device with access to the dashboard.

Threshold

The system operates autonomously within a predefined variation range, for example ±5% exposure over the set limit. Outside that range, manual confirmation is requested before any additional adjustments are executed.

Risk management

Risk mitigation models and real-time analysis

Portfolio optimization does not seek to maximize return in isolation; incorporates volatility and concentration restrictions from the model design.

Dynamic Value at Risk (VaR)

Recurring calculation of maximum expected potential loss under normal market conditions, recalibrated with each new data block.

Correlation and currency exposure

Monitoring of the correlation between portfolio assets and the variation of the COP/USD pair, relevant to income received in foreign currency.

Simulation of stress scenarios

Periodic tests against historical high volatility scenarios to estimate the behavior of the portfolio in the face of abrupt movements.

Concentration limits

Restrictions by asset class and by issuer, adjustable by the user, to avoid excessive exposure to a single instrument.

4h
Recalibration frequency during active market hours.
12+
Markets and exchange pairs incorporated into the analysis model.
100%
Decisions recorded with traceable methodological note.
Technical questions

Model reliability and tax considerations in Colombia

What happens if the predictive model makes a wrong recommendation?

Each recommendation includes a confidence interval, not a certainty. The system documents the deviation between what was projected and what occurred in each cycle, and that information is available in the performance record. No statistical model eliminates market risk.

How are tax obligations managed in Colombia?

The platform generates reports of movements and performance per cycle, useful as input for your declaration before the DIAN. Recia Provechumbre does not provide tax advice; The responsibility of declaring the income generated corresponds to the user, according to their regime and tax residence.

Is performance log data verifiable by third parties?

Active users can check the public record against their own account statements. Reported discrepancies are marked as "under review" until resolved, and the history of corrections is visible on the dashboard.

How is the volatility of the Colombian peso against the dollar managed?

The model incorporates the variation of the COP/USD pair as one more variable within the exposure and risk calculation. No automatic coverages apply; The user can define exchange exposure limits within their parameters.

Talk to technical support

The next model recalibration cycle begins with the following market week.

Records enabled before the close of the current cycle are included in the first performance report.

No withdrawal permits. Limited read and execute access within limits you define.