BARC：2025年人工智能创新中的可观测性研究报告：应用趋势、关键需求与最佳实践（英文版）

As Al raises the risks and rerds ofanalytics, data teams are solidifyingtheir observability programs to strengthen data governance. Engineers,managers and executives now contribute to formal programs for data, pipe.line and model observability, While much work remains, cross-functionateams seek to improve privacy, trust, transparency, regulatory complianceand model accuracy.

They also now observe and govern unstructured data such as text, with Gen.Al adopters and North American firms le