Overall, here we have highlighted the most immediate scientific gaps related to mapping exposome chemical space. It should be noted that there are many more challenges that need to be tackled. However, based on our assessment, it is clear that the current approaches do not provide the means for a pro-active chemical management. Therefore, the combination of data driven approaches with existing strategies will be a necessary step forward to bridge these knowledge gaps.