Abstract: Systems and methods are disclosed for the functional decomposition of the catalog domain and its sub-domains inside a global scale e-commerce system into respective software application services with dedicated data storage, so in order for the complex raw data of different nature or sub-domain that belongs to large catalogs to be easily accessed and read by online stores, it needs to be deciphered and derived by its domain specific computational process then materialized into appropriate real time content that can be directly obtained via software services and APIs by B2C and B2B websites instead having to utilize lots of computational power for every on line store page request to generate necessary real time content from the same raw catalog data that is administered by catalog managers. In the case of data that does not frequently change (i.e.