The SEI Source Code Analysis Integrated Framework Environment (SCAIFE) is a modular architecture designed to enable a wide variety of tools, systems, and users to use artificial intelligence (AI) classifiers for static-analysis meta-alerts at relatively low cost and effort. SCAIFE uses automation to reduce the significant manual effort required to adjudicate meta-alerts that are produced by static-analysis tools.