Dagrulven data visualization for AI-supported portfolio analysis

Data-driven decisions for your crypto portfolio

Dagrulven combines automated dollar-cost averaging with algorithmic entry signals to systematically address market volatility and reduce emotional bad decisions.

Initial situation

Volatility meets human decision-making patterns

Crypto markets move more strongly in short time frames than most traditional asset classes. This creates a structural problem for investors: decisions are often made under time pressure and under the influence of short-term price movements.

  • 1Manual timing regularly leads to procyclical behavior — buying during periods of euphoria, selling during periods of stress.
  • 2Permanent market observation ties up resources that are missing elsewhere in asset management.
  • 3Individual entry decisions can rarely be objectively checked for their quality afterwards.
Dagrulven team of analysts evaluating market data
Methodology

Automated allocation with model-based entry signals

Dagrulven combines rules-based dollar-cost averaging with a forecast model that prioritizes market entries within specified time windows. The logic remains comprehensible and can be viewed at any time.

Automated DCA

Fixed interval investments reduce the dependence on the time of entry and smooth the average acquisition costs over time.

Smart entry signals

Within defined DCA windows, the model identifies statistically more favorable points in time without deviating from the overarching investment plan.

Risk-adjusted allocation

Position sizes are adjusted to current market volatility in order to limit concentration risks in individual market phases.

Data update
Continuously, in real time
Execution logic
Rules-based, no discretionary interventions
Infrastructure
Operation and data storage in Switzerland
Access to funds
Remains entirely with the investor
Procedure

Integration in three comprehensible steps

The setup process is deliberately kept lean. Every step is documented and can be traced at any time.

1

Connect

Connection to the existing trading infrastructure via read-only or limited API access. No passing on of access data to third parties.

2

Analyze

The system evaluates historical and current market data and calibrates the DCA parameters to the stored risk profile.

3

Optimize

Ongoing adjustment of entry signals based on current market conditions, with full logging of all decisions.

Risk management

Forecasting models with a clearly limited mandate

Dagrulven's models make no assumptions about future price levels. They evaluate relative probabilities within a defined investment horizon and derive weighting decisions that always remain within predetermined risk bands.

Every allocation decision is documented and can be subsequently traced based on the underlying market data. This means the strategy remains testable, even if market conditions change.

Dagrulven provides analysis and automation tools and does not replace individual investment advice. Investing in digital assets involves risks of loss; past market patterns do not allow conclusions to be drawn about future developments.
Frequently asked questions

Questions about security, logic and costs

How is access to my trading accounts secured?

The connection is made via API keys with limited permissions. Access to payout functions is not technically provided; control of the funds remains entirely with you.

What logic does the system use to decide entry times?

Within a fixed DCA interval, the model evaluates short-term volatility and liquidity metrics to prioritize execution timing within the window. The total investment amount and the interval itself remain unaffected.

How transparent are the underlying costs?

All applicable fees will be disclosed prior to activating a strategy. There are no performance-related additional costs that were not communicated in advance.

Where is the data processed and stored?

Data processing takes place on an infrastructure located in Switzerland, in compliance with the applicable data protection regulations.

What investment volume is Dagrulven suitable for?

The platform is designed for structured, recurring investment amounts and is aimed at investors and asset managers who prefer predictable, rule-based allocation to selective trading.

Ready for a structured evaluation of your crypto allocation?

Start a non-binding analysis of your current investment approach or arrange a conversation with our team to discuss the integration in detail.