The client is a top national bank in Asia with over 100MM credit card customers. The client was facing high competition with some banks offering Credit Line Increase (CLI) as a solid lever to increase customer stickiness, loyalty and revenue generated. The client lacked a systematic and quantitative framework to do CLI to balance risk and revenue.