AI Models

AI Models

At PBG, AI is a core infrastructure element. Our custom models analyze crypto market data, tokenized assets, and on-chain signals to optimize DVP management and provide a precise, reliable user experience.

At PBG, AI is a core infrastructure element. Our custom models analyze crypto market data, tokenized assets, and on-chain signals to optimize DVP management and provide a precise, reliable user experience.

What is AI-driven machine learning?

Machine learning is an AI field that enables systems to learn from data, identify patterns, and boost performance without constant human input. In blockchain, it handles real-time data to predict scenarios, adjust strategies, and detect opportunities or risks.

IA Models

What is AI-driven machine learning?

At PBG, AI is a core infrastructure element. Our custom models analyze crypto market data, tokenized assets, and on-chain signals to optimize DVP management and provide a precise, reliable user experience.

Machine learning is an AI field that enables systems to learn from data, identify patterns, and boost performance without constant human input. In blockchain, it handles real-time data to predict scenarios, adjust strategies, and detect opportunities or risks.

What is AI-driven machine learning?

Machine learning is an AI field that enables systems to learn from data, identify patterns, and boost performance without constant human input. In blockchain, it handles real-time data to predict scenarios, adjust strategies, and detect opportunities or risks.

Machine learning

How does PBG apply it?

PBG’s machine learning system integrates on-chain and off-chain data for a comprehensive, accurate market view. Key functions include:

  • Predictive analysis: identifying trends and potential shifts in prices and demand.
  • Portfolio optimization: adjusting DVP composition to balance risk, liquidity, and performance.
  • Early anomaly detection: spotting unusual behaviors signaling technical or market risks.

Integration with the RA node and internal oracle: receiving direct, high-fidelity data to maximize model accuracy.

Machine learning

How does PBG apply it?

PBG’s machine learning system integrates on-chain and off-chain data for a comprehensive, accurate market view. Key functions include:

  • Predictive analysis: identifying trends and potential shifts in prices and demand.
  • Portfolio optimization: adjusting DVP composition to balance risk, liquidity, and performance.
  • Early anomaly detection: spotting unusual behaviors signaling technical or market risks.

Integration with the RA node and internal oracle: receiving direct, high-fidelity data to maximize model accuracy.

Key Features

Proprietary models optimized for blockchain
Designed to interpret cryptocurrency, RWAs, and onchain metrics, avoiding the biases of generic models.

Continuous training
The system adjusts and improves constantly as it receives new data and validates its predictions.

Real-time processing
Capable of evaluating and responding to market changes in seconds, keeping the DVP aligned with current conditions.

Full integration with PBG’s infrastructure
Works in coordination with the RA node and oracle system to access high-quality, trusted information.

Key Features

Proprietary models optimized for blockchain
Designed to interpret cryptocurrency, RWAs, and onchain metrics, avoiding the biases of generic models.

Continuous training
The system adjusts and improves constantly as it receives new data and validates its predictions.

Real-time processing
Capable of evaluating and responding to market changes in seconds, keeping the DVP aligned with current conditions.

Full integration with PBG’s infrastructure
Works in coordination with the RA node and oracle system to access high-quality, trusted information.

Key Features

Real-time processing

Capable of evaluating and responding to market changes in seconds, keeping the DVP aligned with current conditions.

Proprietary models optimized for blockchain

Designed to interpret cryptocurrency, RWAs, and onchain metrics, avoiding the biases of generic models.

Full integration with PBG’s infrastructure

Works in coordination with the RA node and oracle system to access high-quality, trusted information.

Continuous training

The system adjusts and improves constantly as it receives new data and validates its predictions.

Benefits

Greater Decision Accuracy

Models trained specifically for crypto and RWAs combine onchain and market data, reducing noise and generic-model bias. The result is clearer signals to support protocol decisions.

Faster Market Response

Continuous intake of signals from the RA node and the internal oracle helps detect trend shifts and volatility quickly, keeping the DVP aligned with real-world conditions.

Early Risk Detection

Anomaly algorithms monitor prices, volumes, and network patterns to flag unusual behavior early, enabling proactive alerts and operational responses before risk escalates.

Transparency and Traceability

Decisions affecting the DVP are based on auditable data and traceable processes; resulting operations remain verifiable onchain, reinforcing clarity and independent review.