AssetOpsBench: Industrial Agents Meet a Real-World Benchmark Industrial assets do not fail neatly; they fail in ways that force engineers to pull signals from sensors, recall failure modes, and translate insights into work orders. AssetOpsBench is IBM's open-so... AssetOpsBench benchmark IBM Research industrial AI multi-agent systems
AgentOps Observability for Autonomous AI Agents As organizations race to unlock the promise of AI agents for complex automation, a crucial question emerges: How can we be sure these autonomous systems are behaving as intended? While the potential f... AgentOps AI agents AI analytics automation enterprise AI IBM Research observability OpenTelemetry
IBM’s AgentOps Brings Observability to AI Agents AI agents are transforming industries by automating complex workflows and tackling tasks that once required human expertise. With generative AI, these agents are more autonomous than ever, independent... AgentOps AI agents automation enterprise AI IBM Research observability OpenTelemetry