: ML models predict global customer demand on a daily and long-term basis to determine exactly how much liquidity is needed, where, and when.
Ripple is actively integrating and Artificial Intelligence (AI) across its ecosystem to optimize liquidity and secure the XRP Ledger (XRPL) for institutional use cases like Central Bank Digital Currencies (CBDCs) . Machine Learning on RippleNet
: These models enable On-Demand Liquidity (ODL) to scale efficiently, delivering transactions at the optimal cost and passing those savings back to customers.
: Some ML models are already in pre-production, making critical business decisions that drive faster transactions and 24/7 global availability. AI and Security for Developers