The traditional deposit acquisition playbook of flashy sign-up bonuses and limited-time rates is losing its effectiveness as financial institutions face intensifying competition and shifting consumer expectations. Banks and credit unions must evolve beyond one-time campaigns to build continuous, data-driven systems that prioritize personalization, market intelligence, and regulatory compliance.