The second National Ecological Observatory Network (NEON) workshop (NEON Workshop II) attracted 25 participants with technical expertise in many areas of biology and computer science. All participants support the creation of NEON, a research infrastructure capable of supporting revolutionary advances in our understanding of ecological systems. The workshop focused on defining this infrastructure at two levels: that of the individual NEON observatory and that of the entire network.