The Cancer Cell Map Initiative (CCMI) was established in 2015 to harness the tools of systems and computational biology with world-class cancer researchers to comprehensively discover and analyze the molecular networks of cancer. The major outcomes of our work will be a collection of comprehensive Cancer Cell Maps and Cancer Gene Ontologies, and the application of these resources to hypothesis-driven investigation and personalized, precision medicine.