Experts discuss the critical advancements in biomarker-driven frontline treatment for high-risk chronic lymphocytic leukemia (CLL), emphasizing the SEQUOIA trial’s evidence supporting targeted Bruton tyrosine kinase inhibitor monotherapy and combination therapies with venetoclax as effective, personalized, and well-tolerated options that improve progression-free survival and patient quality of life.