Gaston Caperton holds a strong educational background, having attended prestigious institutions such as Dexter School, Episcopal High School, and the University of North Carolina at Chapel Hill. Early in his career, he managed a family-owned insurance firm, expanding it to become one of the largest privately owned insurance brokerage firms in the nation. He also owned a bank and mortgage banking firm, showcasing his expertise in financial services. Caperton transitioned into the public sector, where he became known for his advocacy in education, particularly through his leadership roles at the College Board and his efforts to make Advanced Placement courses more accessible. Currently, he serves as Vice Chairman for Leeds Equity Partners, a private equity firm focused on education.

Gaston Caperton’s political identity is marked by a unique blend of business acumen and educational advocacy. His career trajectory from managing a successful family-owned insurance firm to leading significant educational reforms suggests an ideologically agile approach. Caperton's efforts to make AP courses accessible to underserved communities and his revision of the SAT reveal a calculated strategy to democratize educational opportunities. His persistent focus on elevating education as a national priority, as evidenced by the "Don't Forget Ed!" campaign, underscores a highly localized commitment to regional educational upliftment.