Product Manager

Course DNA for this role

Building Creator Leverage Systems with Generative AI

7 chapters · 31 lessons

1. 1. Mapping the AI-Augmented Creation Workflow

   4 lessons

   Identify where generative AI creates leverage in your existing creation pipeline and where human judgment remains essential.

2. 2. Designing Quality Gates and Evaluation Systems

   5 lessons

   Build structured evaluation frameworks that ensure AI-generated outputs meet quality, safety, and brand standards before publication.

3. 3. Building Platform Feedback Loops

   4 lessons

   Connect creation outputs to user behavior, ranking signals, and performance data to improve both prompts and platform algorithms.

4. 4. Governing AI-Augmented Creator Ecosystems

   5 lessons

   Design policies, guardrails, and moderation systems that scale with increased content velocity while maintaining trust.

5. 5. Calculating Economics and Resource Planning

   4 lessons

   Model the costs, capacity, and ROI of AI-augmented workflows including compute, storage, moderation, and support.

6. 6. Optimizing Prompt Interfaces and Creator Experience

   5 lessons

   Design user-facing tools that help creators express intent clearly and iterate quickly on AI-generated drafts.

7. 7. Continuous Improvement and System Evolution

   4 lessons

   Establish processes for learning from production data, updating models, and evolving workflows as capabilities and needs change.