How do mid-career digital illustrators successfully transition away from platform reliance to direct-to-collector models?

"Established illustrators only: how did you move income away from Instagram or Patreon into private communities, galleries, or self-hosted sales? I want real numbers on revenue drop during migration, community churn, and which tools actually replaced discovery. Hard lessons only, not generic newsletter advice."