Predictive analytics for digital assets
Fraguiled Invest processes the behavior of cryptoasset markets in real time and translates large volumes of data into concrete recommendations, supported by a stop-loss system that adjusts exposure in high volatility scenarios.
Diagnosis
Cryptoasset markets generate information at a rate that exceeds the processing capacity of any human team, no matter how prepared it may be. Thousands of variables—volume, liquidity, correlations between pairs, sentiment in specialized forums—change in a matter of minutes.
When analysis depends exclusively on manual review, decisions arrive late. This gap, not very relevant in traditional markets, can represent a substantial difference in the result of an open position in cryptoassets.
Information noise—contradictory news, short-term speculative movements—adds an additional difficulty. Distinguishing a temporary correction from a structural change in trend requires processing historical patterns on a scale that the human eye cannot cover in useful time.
Technology
The system continuously processes market data, volume and correlations between assets to identify patterns that anticipate trend changes. Models are recalibrated as new information arrives, avoiding decisions based on outdated data.
The intelligent stop-loss system dynamically adjusts exit thresholds based on the recent volatility of each asset. This is not a fixed limit: it adapts to market conditions to reduce the impact of sharp declines without prematurely closing positions in the face of normal fluctuations.
The same analytical infrastructure serves both an individual portfolio and multiple institutional mandates in parallel, maintaining the same level of detail in each recommendation, without the volume of data compromising the speed of response.
Methodology
Continuous aggregation of prices, volume, market depth and public sentiment sources, normalized in a homogeneous format.
The algorithms contrast the current state of the market with equivalent historical patterns to estimate probable scenarios at different time horizons.
Each scenario is weighted according to its expected volatility and is translated into stop-loss parameters adjusted to the specific asset.
The system presents a proposal for action—maintain, reduce exposure, or adjust thresholds—that the investor reviews before executing it.
Focus
Fraguiled Invest is born from the conviction that artificial intelligence should reinforce the investor's criteria, not replace it. The team combines quantitative analysis and risk management profiles to build a system that informs decisions, rather than promising guaranteed results.
Each recommendation is accompanied by the data that supports it, so that the investor can compare it with their own criteria before acting.
Meet the team
Applications
Asset management desks and family offices integrate Fraguiled Invest recommendations as an additional layer of analysis within their own investment committees, useful for contrasting hypotheses and detecting correlations that would go unnoticed in manual reviews.
Individual investors with exposure to cryptoassets use the system to receive risk alerts and adjust stop-loss thresholds without having to monitor the markets permanently.
Before incorporating any analytics tool into your decision process, it makes sense to understand how it works. Request access to a consultation session in which we review the methodology, the limits of the system and its application to your specific situation.
