Silicon Photonics (SiP) is an upcoming emerging technology that is helping to meet the growing demand of higher bandwidths for Data Centers and AI/ML applications. Just like any other new technology, SiP has its own unique characteristics and challenges. The Industry is working aggressively to resolve these challenges. The potential and key challenges of this SiP technology are discussed in this talk.