COO Illya Shell argues that AI agents require a robust enterprise foundation to function effectively. The new PYMNTS eBook details how businesses must modernize payment infrastructure before deploying autonomous financial workflows. This incremental shift emphasizes data readiness over raw model power. Practitioners should prioritize API stability to avoid agentic execution errors.