By Suzanne Livingston, Maryam Ashoori
Publication Date: 2026-11-02 00:00:00
As AI agents become more autonomous, enterprises need oversight that extends beyond initial approval and deployment. They need to understand how agents behave in production, identify potential quality or policy issues, and maintain the ability to evaluate and improve performance over time.
Gartner recognizes integrated governance as a strength of IBM’s offering, highlighting the combination of multiagent orchestration, runtime guardrails, observability and AI risk management.
IBM addresses these requirements through complementary capabilities across watsonx Orchestrate and watsonx.governance. Orchestrate provides operational capabilities to coordinate agents, observe their behavior, evaluate performance and apply runtime controls while watsonx.governance extends visibility, control, and accountability for AI governance, risk and compliance, helping organizations connect operational activity with broader governance requirements.
Together, these capabilities support a more…
