Alibaba Cloud Native

Sep 6, 2026 · Artificial Intelligence

AI Agents Need a Semantic Layer, Not More Data: UnifiedModel Boosts Accuracy 10-20%

UnifiedModel provides an open-source semantic layer that organizes enterprise assets, data, and relationships into a queryable object graph, enabling AI agents to read metrics by object and trace root causes along relationships; experiments on DataAgentBench show 10-20% accuracy gains for four flagship models, with GLM-5.2 reaching 50.2% pass@1.