简介

With the transformation trend from systems of records to systems of intelligence in the enterprises, the demand for enterprise facing AI products is the highest among all time. As the AI enterprise product market is maturing, the gap for talents and knowledge to build and implement such AI products is not closing up quickly enough.

This talk aims to equip product-minded technologists with a framework on how to build an enterprise facing AI product at scale with examples from my last 5 years of experience on working on AI products in the enterprise space.

For the first component: data, we will discuss the security and multi tenancy curdles that enterprises customers impose.

For the second component: intelligence, we will discuss how to categorie a business problem into a data science one and how to build tenant specific AI models at scale on structured data use cases.

For the third component: user experiences, we will discuss the need for interpretility in enterprise AI products.

For the fourth component: platform, we will discuss the underlying cost of building your own AI products.

We will be talking about the following components concept with real customer cases.

Last but not least, the best AI products do not guarantee adoption among your enterprise customers. We would look into how to run successful adoption program with your customers.

课程收益

1.目标

- Build the product management skills to overcome the unique challenges in building AI products for enterprise customers

2.成功要点

- Understand the enterprise customer product requirements on data, intelligence and user experiences and build a scalable platform to support the product development.

- Understand the organizational change required on the customer side to drive AI product adoption

3.启示

- Building an AI product that scales across customers is vastly different from delivering AI solutions to individual customers.

- Learn a product framework on building scalable AI products

- Learn how to build successful AI adoption programs with the customers.

培训对象

企业产品经理、部门负责人、业务线负责人，公司专门负责AI项目的高管等。

课程时长

0.5天（3H）

课程形式

线上

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