In 2014, members of The American Phytopathological Society (APS) began to consider strategically the ways in which the accelerating flow of diverse types of complex data are fundamentally changing the ways in which we study, think about, and manage plant systems. Advancing technical capacities to generate plant, microbial and other organismal ‘omics’, environmental, and data produced at very fine spatial scales, coupled with expanding capabilities to integrate data across diverse scales of space and time, are providing novel insights into the networks of interaction that mediate plant productivity. In response to these enormous advances in technical capacities, APS created a Phytobiomes Initiative to chart a path forward. In 2015, APS brought together a diverse community of scientists in Washington DC for a strategically timed meeting to spearhead a new paradigm for crop improvement focusing on phytobiome-based approaches. The success of the human microbiome project paved the way, challenging us to push the boundaries to expand our knowledge of sustainable agriculture to meet the demands of feeding the growing global population. This meeting was instrumental in clarifying the vision of phytobiomes research, encapsulating systems-level understanding of diverse interacting components spanning multiple disciplines, species, and environments. To fully appreciate the breadth of scope of the Phytobiomes Initiative, we encourage you to review the Phytobiomes Roadmap ( http://www.phytobiomes.org/roadmap ), released in March 2016. The Phytobiomes journal was launched as an integral but independent part of the Phytobiomes Initiative. The Phytobiomes journal provides an international platform for fundamental, translational, and integrated research that accomplishes the overarching objective of offering a new vision for agriculture in which sustainable crop productivity is achieved through a systems-level understanding of the diverse interacting components of the phytobiome. [Formula: see text] Copyright © 2017 The Author(s). This is an open access article distributed under the CC BY Attribution 4.0 International license .