As firms move beyond early generative AI tools towards agentic systems that can automate complex trading workflows, predictability and control are becoming critical. Jim Kwiatkowski, chief executive of LTX, explains why AI agents in corporate bond trading must be deterministic by design, and how building them from validated components can deliver repeatable, auditable outcomes without sacrificing trader oversight.