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.

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.

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