Formation is a SaaS platform that uses AI and ML to provide 1:1 personalization at enterprise scale. It analyzes customer interactions and fine-tunes offers across digital and physical channels to create unique customer experiences that drive business results and foster deeper relationships with customers. The solution helps marketing teams become more efficient and effective in engaging and retaining customers, with proven results for increasing incremental revenue and customer lifetime value.