Standards for creating analysis ready datasets are based on guidelines published by CDISC.  SCiAN develops the specifications for ADaM datasets based on the statistical analysis plan and the table, listing and figure shells.  The source data for the ADaM datasets are preferably the SDTM datasets but can also be done from the raw (native) study datasets.