Abstract: A system and method provides a dynamic table framework for managing data in a high performance web service. An example embodiment includes: receiving a request at a web service; creating a dynamic record from the request; obtaining a runtime corresponding to the dynamic record, the runtime including an associated plurality of symbol values corresponding to the request; choosing a model corresponding to the runtime, the model including a plurality of symbol managers, each of the plurality of symbol managers being associated with the plurality of symbol values, each of the plurality of symbol managers for processing a specific task of the model; executing the model, by use of a data processor, to process the request, the model using at least one of the plurality of symbol managers; and returning results generated by execution of the model.