Daily Tech Briefing
AI 科技速览
每天 5 分钟内学习 AI。获取最新的人工智能新闻,理解其重要性,并学习如何将其应用于您的工作。
Unite.AI · 2026/7/28 12:58:58

Rowan Stewart, Sr. Director of Product, AI Safety & Platform at Transcend – Interview Series
AI 中文解读
1. 核心亮点:一位曾帮助全球巨头部署AI的资深专家指出,企业总在事后补救数据安全问题,她主张AI治理必须像“安全气囊”一样从造车时就装进去。
2. 通俗解读:Rowan Stewart在顶级咨询公司BCG待了六年,帮各种大厂搞AI项目。她发现一个怪圈:公司先急着用AI赚钱,等出了隐私泄露或数据违规的麻烦,才手忙脚乱找法务补救。她认为这种“先上车后补票”的做法行不通。现在她所在的Transcend公司做了一套自动决策系统,能实时回答“这份数据我能用吗?”——相当于给每个数据打上动态标签,系统自动遵守用户同意、商业规则和法律要求,不用人工翻条款。
3. 实际影响:对普通人来说,这意味着以后你的个人信息被AI“吃掉”时,背后的公司能更靠谱地遵守你的授权。比如你同意某App用数据推荐商品,但不想被卖广告,这套系统就能自动执行,防止乱用。未来企业用AI做个性化服务会更大胆,但隐私风险反而降低。而开发者和企业的苦恼也少了:不用再花几个月搭建合规流程,直接嵌入标准化的治理工具,效率和安全双赢。
Interviews
Rowan Stewart, Sr. Director of Product, AI Safety & Platform at Transcend – Interview Series
Published
July 28, 2026
By
Antoine Tardif, CEO & Founder of Unite.AI
Add Unite.AI to your preferred sources on Google
Rowan Stewart, Sr. Director of Product, AI Safety & Platform at Transcend, leads product initiatives focused on helping organizations discover, govern, and safely use data in artificial intelligence systems. She brings more than a decade of experience spanning AI and machine learning product development, enterprise software, natural language processing, data strategy, and zero-to-one product leadership. Before joining Transcend, Stewart spent nearly six years at BCG X, where she helped major enterprises develop AI strategies, reinvent internal processes, and build products designed to deliver measurable business outcomes. Earlier in her career, she managed the development of natural language processing APIs for influencer intelligence, including sentiment analysis, knowledge graphs, personality assessment, bot detection, and brand-safety capabilities.Transcend is the only autonomous data decision platform that answers “can I use this data?” to scale customer growth. Fortune 500 companies and emerging category leaders leverage Transcend to encode complete data use permissions directly into the enterprise systems that process customer data, delivering a real-time source of truth for consent, preferences, and business rules. The result is superior data quality, ethical use that protects the brand, and audit-ready compliance at scale. With Transcend, companies can unlock revenue from AI, personalization, and other first-party data initiatives with confidence. Founded in 2017 by Ben Brook (CEO) and Mike Farrell (CTO), Transcend is headquartered in the San Francisco Bay Area.You spent nearly six years at BCG X helping some of the world’s largest organizations deploy AI and machine learning solutions before moving into AI safety and governance at Transcend. What were the recurring governance failures or blind spots you observed that convinced you AI governance needed to be built into systems from day one rather than added later?At BCG, I worked with companies across every stage of AI maturity, and one pattern stuck with me: governance always showed up late. Teams move fast to ship a model or a product, and the conversation about data permissions, consent, or oversight really comes into focus right before production and feels like a ‘gotcha’. Whatever gets built at that point amounts to a patch on a system that was never designed with governance in mind.That’s part of why I was so excited to join Transcend. Advising companies on what they should do only goes so far. I wanted to help build the infrastructure that makes governance the easy choice.Many organizations are racing to deploy AI agents across customer support, operations, and knowledge work. How does governing autonomous AI agents differ from governing traditional software systems or even earlier generations of AI models?Most enterprise security architecture assumes that there’s a human on the other end of every action, and that human can be identified, trusted, and when something goes wrong, held accountable. But agents aren’t people. They act on the
分享
阅读原文 ↗