Traditional threat intelligence is reactive, basing security on information gathered only after an attack is successfully carried out. Focusing on statistical models and predictive threat intelligence sets us apart from other DNS filtering services. By applying our models to real-time and historical data, Umbrella can predict domains that are likely malicious and may be part of emerging attacks. We then enforce this data while resolving DNS requests for our customers and partners. This helps us to block attacks earlier than our competitors do.