Traditionally, a PAS includes a rules-based rating engine that enables insurers to build pricing rules based on actuarial and commercial pricing models. This process typically involves translating the models into a format the rating engine can consume. In many cases, this means a translation into thousands of individual calculation rules. This reimplementation of the models in the rating engine introduces simplifications and potential errors while extending implementation timelines.