In an embodiment a method of automatic adjustment of logging, processing, inversion, and visualization operations is disclosed. The method comprises gathering data about formation properties in a database, filtering the gathered data, generating rules based on the filtered data, and providing automatic adjustments to automatically adjust the logging, processing, inversion, and visualization operations. The gathered data includes a plurality of in-well measurement points and a plurality of wells in a given geological area. A quality factor is derived based on a difference between the automatic adjustments and parameters that an operator communicates as a best parameter. The quality factor is used to determine which of the gathered data is to be stored in the database. The rules are applied to a next iteration of data that is to be gathered. The method repeats until no further improvement is obtained.