Dolvex Line - An analytical dashboard showing predictive AI models and capital optimization
AI platform for working capital

Capital optimization between projects, based on predictive AI models

Dolvex Line analyzes real-time market data and determines intelligent entry points for automatic purchase cost averaging (DCA), reducing manual decisions and emotional timing errors.

Model snapshot - preview data
0.34s
model response time
24/7
entrance monitoring
12
risk parameters

A freelancer's irregular income means capital that stands still between assignments

Freelancers and independent B2B contractors receive payments at irregular intervals. In the periods between projects, excess funds usually remain in the checking account, generating no value, because manually tracking the market requires time that is lacking in a sole proprietorship.

Manually determining the moment to enter the market requires constant analysis of many variables at the same time - volume, volatility and trend. Dolvex Line transfers this analysis to a predictive model that works in the background and responds to defined conditions.

CriterionManual managementDolvex Line
Analysis time per day30–90 min0 min
Market monitoringduring working hours24/7
Entry pointsubjective decisionpredictive model
Consistency of actionvariableconstant parameters
Risk distribution over timeone-time purchaseautomatic DCA

The technical advantage of a model without speculative elements

Multivariable predictive model

The analysis combines price data, volume and volatility indicators into one entry signal.

Number of analyzed variables17
Refresh interval5 min
Model training period36 months

Entry point detection

The system classifies market conditions and compares them with historical patterns with similar characteristics.

Signal confidence threshold≥ 0.72
False signals (backtest)< 9%
Delay in decision0.34 sec

Exposure management

The capital is divided into tranches in accordance with DCA rules, limiting the impact of a single decision on the result.

Maximum one-off tranche10% of capital
Number of tranches by default8–12
Daily deviation limit3%

How the algorithm logic works

The model does not predict future price in an absolute sense - it determines the probability that current market conditions correspond to a favorable entry point within a DCA strategy. The decision to execute a tranche is made only when the confidence indicator exceeds the defined threshold and the risk parameters set by the user are met. Each transaction is recorded along with the model's input values, allowing for full insight into the basis for the decision.

Automated averaging of the purchase cost with intelligent moment selection

1

Configuration of capital parameters

The user specifies the amount to be allocated, the time horizon and the maximum level of accepted volatility.

2

Monitoring market conditions

The model continuously evaluates volatility, volume and trend, updating the confidence index for a potential entry.

3

Designating a smart entry point

The tranche is only activated when the confidence indicator and risk parameters match the account settings.

4

Execution and registration of the tranche

The transaction is performed automatically and its parameters - including model input - are saved in the account history.

5

Report and parameter correction

The user receives a list of completed tranches and can modify the risk parameters for the next period.

Risk management parameters

10%
max. share of one tranche
3%
daily deviation limit
0.72
minimum confidence threshold
24 hours
cooling period after the anomaly
System status: active models, market data updated every 5 minutes.

Dense but clear insight into how each tranche works

Tranche history - account preview last 5 events
Tranche #108 - 0.81 signalPLN 420implemented
Tranche #107 - 0.77 signalPLN 380implemented
Tranche #106 - Below Threshold—suspended
Tranche #105 - 0.88 signalPLN 500implemented
Tranche #104 - 0.74 signalPLN 310implemented
  • Total number of monitored variables17
  • Average time to decision0.34 sec
  • Tranches suspended due to low confidence28%
  • Availability of the transaction register100%
  • History retention period36 months

Each model decision is saved along with the input values and confidence threshold, which allows for independent verification of the system logic by the user or the accounting department.

A tool built to work in the background, not for daily surveillance

Dolvex Line was created for people running a sole proprietorship, for whom the time spent on market analysis is time subtracted from working with clients. The administration panel presents data in the form of lists and numerical values, without excess graphic elements, so that decisions can be made quickly.

The system does not promise specific rates of return - its task is to consistently apply the defined DCA strategy and document each entry decision in a reproducible manner.

Dolvex Line - Analytical team working on AI predictive models

Answers to technical and strategic questions

Does Dolvex Line guarantee a specific profit on invested capital?

NO. The system optimizes the way of entering the market in accordance with DCA rules and risk parameters set by the user. The financial result depends on market conditions and is not guaranteed by the platform.

How often does the model update its market assessment?

The model input is refreshed every 5 minutes. The decision to execute a tranche is made only when the confidence indicator exceeds the set threshold and the risk limits are met.

Can I limit the maximum size of a single tranche?

Yes. The parameter of the maximum share of one tranche in the total capital is configurable and set at 10% by default.

What data is visible in the transaction history?

Each entry contains the tranche value, the model's confidence index at the time of the decision and the implementation status. The history is available for export in tabular format.

Is the platform suitable for B2B applications with irregular revenues?

The system was designed with irregular revenue streams in mind - the configuration allows you to manually add capital at any time, without having to change strategy settings.

Can I pause the system at any time?

Yes. Automatic execution of tranches can be suspended from the panel at any time, without affecting already completed transactions.

Full technical specification of the model →

Implement Dolvex Line as a permanent element of your financial cycle

Set up your capital and risk parameters once and the system will automatically determine entry points according to your DCA strategy - without daily supervision on your part.

Deploy the system
CSV export Access via browser Tranche history Configuration of risk parameters