Quality goals keep going up, but headcount and time do not. Many plans still end up doing last minute chart chase and creating extra burden for providers. This roundtable is a working session on what’s actually helping plans improve Stars and HEDIS, especially risk adjustment accuracy and reliable gap closure, with cleaner data, more automation, and focused use of AI.