AI时代的产品管理
甄选并验证：Arif Pranoto, Product Manager @ Renova每个路线图上现在都有人问“人工智能在哪里？”——而很好地回答这个问题与被其冲昏头脑是两种不同的技能。本课程面向那些需要交付真正产品的人：产品经理、创始人、设计师或分析师，他们需要将模糊的“加个AI”转变为真正解决问题并在发布后持续工作的产品。 你将从这个正确产品始终的起点开始——在任何解决方案之前找到真正的用户问题——并学会区分一个适合AI形状的问题和一个AI只是解决更简单问题的昂贵方式的问题。然后，你将定义那些大部分时间都正确的功能需求：当输出是概率性时，“足够好”意味着什么，如何在承诺之前评估可行性、成本和延迟，以及如何权衡从偏见、隐私到提示注入和欧盟AI法案的风险。你将根据结果而非功能数量进行优先级排序，然后用常规产品指标和团队经常搞错的AI特定指标来衡量你所交付的内容——并在底层世界变化时保持实时模型的健康。 贯穿全课程的是一个比任何工具都更有价值的习惯：区分产品管理的持久工艺与当今AI的短暂细节。模型名称、价格和基准很快就会过时；而你发现、决策和衡量的方式不会。无需编程和数学——只需要诚实、实用的判断，基于从业者使用的真实框架，这样你就能用清晰的目光而非炒作来指导AI产品。
课程目录
关于课程作者
Arif Pranoto has spent the past seven years developing digital products for Southeast Asia, where consumer behavior, infrastructure, and payment preferences can vary significantly from one market to the next. Based in Singapore and originally from Jakarta, he has led product initiatives across Indonesia, Vietnam, Thailand, and the Philippines, working on mobile commerce, merchant payments, and last-mile delivery platforms. At a regional fintech company, he introduced a lightweight merchant app designed for low-cost Android devices and unstable network conditions, helping more than 40,000 small businesses begin accepting QR and wallet payments. He later managed the expansion of a B2B ordering platform into Vietnam and Thailand, adapting onboarding flows, pricing, language, and customer support processes for each country rather than applying a single regional template. His work regularly involves local banks, e-wallet providers, logistics partners, and in-country commercial teams, and he is particularly experienced in building products for users who rely on WhatsApp, LINE, cash-on-delivery, and assisted onboarding. Arif is known for combining on-the-ground customer research with disciplined experimentation, turning fragmented regional requirements into products that can scale without losing local relevance.
评价 (9)
- restless_potter
too basic
- cosmic_surfer
very useful
- quirky_shepherd
love it 👍
- festive_brewer
Отлично, спасибо!
- silent_swallow
很实用，推荐！