AI Prototyping in 60 Minutes for Product Managers

[Playback] AI Prototyping in 60 Minutes for Product Managers

Hosted by : Dhaval Patel & Karandeep Singh Grover

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Thu, 06 Aug 2026

Playback Available

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Free

Hosted by

Dhaval Patel
Dhaval Patel

Data Entrepreneur (12+ Years), YouTuber, Ex - Bloomberg, NVIDIA

Karandeep Singh Grover
Karandeep Singh Grover

Chief Executive Officer, AtliQ Technologies

Playback Description

Every PM has used an AI feature. Very few have watched one actually get built, from a messy, real-world problem to a working prototype. Most PMs only see the finished product: a clean demo, a polished chatbot, or a feature that “just works.” The false starts, scoping decisions, safety considerations, and guardrails that come before it often remain invisible.

In this session, you’ll watch the entire process unfold live. Instead of slides explaining theory, a real problem will be diagnosed, scoped, and transformed into a working AI prototype in front of you. You’ll see how a Product Manager should participate in that process, not merely observe it from the sidelines.

What you'll learn:
🔹 How to take a messy, real-world problem and identify its actual root cause using a structured discovery method.
🔹 How an AI prototype is built live, end to end, from raw data to a working assistant.
🔹 What “grounded and safe” means when an AI feature interacts with real business data.
Key Takeaways:

By the end of this session, you'll be able to:

✔️ Apply a structured discovery method to messy product problems you are facing.
✔️ Understand what goes into transforming an AI idea into a working prototype.
✔️ Ask sharper and more useful questions when reviewing AI features built by your engineering team.
Who Should Attend:
✔️ Product Managers curious about how AI features are actually built, not just how they are used.
✔️ PMs who want to collaborate more effectively with AI and ML engineering teams.
✔️ Anyone who regularly uses AI tools but has never seen an AI product built from scratch.
Who Should Not Attend:
✖️ AI Engineers who are already building AI or AI-enabled products.
✖️ Those expecting a deep technical coding tutorial designed for engineers.
✖️ Those already experienced in building AI products end to end and looking for advanced-level content.
Prerequisites and Bonus Resources
📌 Prerequisites
Please complete the prerequisite setup before the session. The guide includes the required installations and setup instructions.
View Prerequisites Setup Guide
⭐ Highly Recommended Bonus Exercise
This introductory exercise will help you become familiar with Claude Desktop and Visual Studio Code before working on the main RAG project.
View Hello World Exercise

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