Salesforce Lightning Bolt is a new innovation that allows businesses to create personalized communities quickly and efficiently within the Salesforce platform. It offers features like customizable templates, mobile-ready portals, and integration capabilities, enhancing customer experience and engagement. The setup process involves a few steps, culminating in the selection of a preferred template for deployment.