AI Product Manager

Module 1 · The Role of the AI Product Manager · Lesson 1 of 1

Module overview — The Role of the AI Product Manager

Module overview — The Role of the AI Product Manager Goal : Compare the trade-offs of a classic product manager and an AI product manager, then spot the decisions of a job that require AI expertise. Study time : Durée d'étude : 3 h Prerequisites : no prerequisites Running thread : Camila, in São Paulo. Camila has been a product manager for four years at a mobile payment app in São Paulo. A Brazilian fintech has just posted an AI product manager job, and she hesitates to apply: the duties look like her job, but a few lines talk about error thresholds, data and models. In this module, she learns to tell what really changes from what stays the same. Lesson plan : 1. Classic PM and AI PM: what changes 2. Mapping the new uncertainties 3. Workshop: job self-diagnosis What you will be able to do : - Compare the trade-offs of a classic product manager and an AI product manager on the same type of feature - Calculate the expected monthly number of errors from a volume and an error rate - Name, for a product, the dominant source of uncertainty among the five: model, data, usage, cost, trust - Classify the duties of a job posting between classic decisions and decisions requiring AI expertise End-of-module questions (Answer in writing, with figures.) : 1. With 10,000 transactions a month and 8 percent errors, how many errors must your team plan to handle? Give a number. 2. Among the six duties of the job posting studied, how many require AI expertise? Give a number. 3. What are the five sources of uncertainty specific to an AI product? List them. 4. In your current or target job, how many decisions depend on the behavior of a model? Give a number. Module deliverables : - Your self-diagnosis of the job posting: six duties classified with their source of uncertainty - Your map of the five uncertainties for an AI product of your choice - Your notebook: three decisions, three skills and two AI product ideas

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