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Product Management
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Maven

Prototype to Production: The AI PM Playbook

  • Advanced

This course offers a practical roadmap for product managers to design, prototype, and ship AI-powered products. Over 4 weeks, participants will gain hands-on experience and frameworks to become advanced AI product leaders.

  • AI product design
  • Prototyping AI products
  • AI product evaluation
  • AI strategy development
  • AI product lifecycle management

Overview

In this course, you'll learn to build and deploy functional AI agents, define AI roadmaps, and evaluate AI product performance with robust metrics. You'll gain hands-on experience in prototyping, collaborating with AI engineers, and developing AI product strategies. This course is designed for PMs looking to transition from understanding AI concepts to shipping successful AI products.

  • Layers 1 Streamline Icon: https://streamlinehq.com
    English
    course language
  • Professional Certification
    upon course completion

Who is this course for?

Product Managers

Familiar with AI terms and concepts (LLMs, RAG, etc.) that want to move beyond prompting to building actual AI products.

Technical PMs

Transitioning to AI-focused roles who see AI product leadership as their career differentiator in the next 1-2 years.

Product Leaders and Executives

Responsible for AI strategy who need practical frameworks for evaluating and implementing AI initiatives.

This course equips you with the skills to build and deploy AI products, focusing on practical frameworks and hands-on experience. Ideal for PMs and executives aiming to lead AI initiatives and advance their careers.

Pre-Requisites

1 / 3

  • Theoretical grasp on the latest AI concepts (RAG, MCP, Evals)

  • Experience with prototyping tools like Replit, Bolt

  • Familiarity with basic AI concepts and terminology

What will you learn?

Building Your First AI Agent
Live workshop to create your first AI agent using code generation tools.
Developing AI Product Intuition
Learn to analyze top AI products and develop frameworks for identifying AI opportunities.
Building Comprehensive Eval Frameworks
Hands-on session to design and implement evaluation frameworks for AI products.
Optimizing Evals in Action
Workshop to run evaluations on prototypes and iterate on prompts.
From Prototype to Production
Learn to build AI-specific PRDs and transition prototypes to production.
Guest Lecture from an AI Product Leader
Insights from an industry leader on AI product management.
Refine Your AI Product Strategy
Interactive session to refine and document your AI product strategy.
Wrap up + Q&A
Final session to address questions and consolidate learning.

Meet your instructor

  • Aman Khan

    Director of Product, Arize AI

    Aman has worked as a product leader at Arize AI, Spotify, Cruise, Zipline, and Apple. Currently, Aman is Director of Product at Arize AI, an AI Development platform used by companies like Uber, Duolingo, Reddit, Instacart, and Booking.com.

New cohorts coming soon