Thoughtworks：2025年科技棱镜年度报告：五大框架解锁技术战略新范式（英文版）

The mainstreaming of AI — and generative AI in particular — is continuing apace. But as AI proliferates, it’s more evident that successfully operationalizing AI models and bringing them to production remains a challenge. From questionable output to unintended consequences, there are a host of real and projected scenarios that prevent organizations from leveraging AI to its full potential. Enterprises continue to struggle with data quality, data accessibility and the challenges of data at scal