Motivated by the TLCPC project in clinical decision support, in which a set of architectures have been outlined for combination of Case-Based Reasoning and Bayesian Networks, a combined architecture for improved decision making in the game of Texas Hold’em should be developed and partly tested. Poker Academy Pro is a relevant commercial poker game platform to start out from and compare results to.