This chapter explores various design methods used to develop intelligent system-on-chips (SOCs) using the latest semiconductor technologies. It explains the different approaches engineers can take to build these advanced chips and highlights the key steps involved in the design process. The chapter also provides an overview of the available SOC design flows and discusses how they can be optimized for artificial intelligence (AI) applications.