Loyalty programs are crucial for companies to attract and retain customers, increase customer spending, and encourage the purchase of additional products. This white paper discusses the financial reporting and accounting for loyalty programs, understanding customer behavior and program levers, and the use of data analytics to improve actuarial models for valuing loyalty program liabilities.