This case study summarizes the Art Institute of Chicago Collections team’s engagement in Open Source communities since the start of the LAKE project (an institutional repository, DAMS and publishing API for the AIC Collections) in 2013. As a large museum dealing with complex content models and system integration, as well as with preservation concerns, AIC embraced software, standards and models maintained by scholarly communities. This has proven so far to be a solid long-term strategy that is fraught with many short-term challenges. The author intends to share the experience gathered so far in the process of pushing a museum IT team closer to the Libraries and Archives environment, and more actively engaging with community-supported software and standards development, than the majority of its peers. Over the course of the last 5 years the AIC team has gained experience about what is convenient to develop collaboratively, and how to invest in this collaboration; and what is considered a better fit for in house development, which can eventually be shared with the community. The author will describe the inter-dependent projects that make up the LAKE ecosystem from a strategic standpoint and the community-related approach taken for each of them.