Security Intelligence depends on the quality of data. Garbage-in produces garbage-out. Large enterprises fall prey to data overload. Low-grade extraction methods, such as blacklisting, have proven their limitations in dealing with emerging threats. The next phase of security defense demands high-fidelity source information and solid situational awareness about threats.