Sitecore is a customer experience management company founded in 2001, providing web content management and multichannel marketing automation software. Key components discussed include installation requirements, the architecture of Sitecore's databases, and various publishing methods for content management. The document also outlines Sitecore's flexible architecture, capable of supporting various deployment scenarios from low-traffic to high-traffic environments.