Krungthai and Omsin banks launched AI Sparrow-powered credit programs to help Thai SMEs and small retailers access formal financing. Using real sales data from the Tung Ngoen app, the initiative offers low-rate unsecured loans (starting 3.5-11% p.a.) with government credit guarantee backing, targeting informal traders who lack traditional documentation. This addresses a critical gap: many micro-businesses have proven revenue but cannot access institutional credit due to documentation barriers.