An 11-month case study analyzed a consumer application using agentic infrastructure to automate marketing messages. Researchers compared a human-curated active phase against a passive phase to measure performance decay. The findings examine whether autonomous systems require constant oversight to maintain conversion rates. This provides a rare longitudinal look at agent reliability for CRM practitioners.