Fifty production agents now run at Toyota North America using Deep Agents and LangSmith. The company slashed deployment timelines from six months to four days. This shift allows the automaker to track AI ROI with precision. Practitioners can now deploy enterprise-grade agentic workflows in a fraction of the usual time.