The path from research discovery to effective immune cell therapies requires innovative approaches to match the challenges we face. Examining the full richness of biological complexity—moving from incremental snapshots to a complete systems view—can uncover molecular insights into therapeutic efficacy and toxicity, and accelerate the development of novel treatments.