Your Industry Knowledge | AI Product Management - Episode 9

Your Industry Knowledge | AI Product Management - Episode 9

Spotify Episode #9 — Your Industry KnowledgeYour Industry Knowledge | AI Product Management — Episode 9

In AI Product Management, knowing the technology isn’t enough. Your industry knowledge can become one of your biggest competitive advantages.

In this episode, we explore why great AI Product Managers need to understand the industry they operate in — its customers, workflows, economics, regulations, competitors, data, and the problems that actually matter.

We’ll look at how deep domain knowledge helps you:

• Identify high-value AI opportunities instead of chasing AI for AI’s sake
• Ask better questions and challenge technical assumptions
• Understand customer pain points and real-world workflows
• Evaluate where AI can create meaningful business value
• Spot emerging trends before they become obvious
• Communicate more effectively with domain experts, engineers, data scientists, and executives
• Build differentiated AI products that are difficult to replicate

The strongest AI Product Managers aren't just experts in AI. They understand where AI intersects with an industry — and why that intersection matters.

🎙️ AI Product Management Podcast — Episode 9: Your Industry Knowledge

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Episoder(67)

Establish a Launch War Room: How AI Product Managers Orchestrate Successful Launches

Establish a Launch War Room: How AI Product Managers Orchestrate Successful Launches

Launching an AI product is rarely just about hitting the “release” button. The real work begins when multiple teams need to move together, decisions need to happen quickly, and unexpected issues start...

5 Okt 8min

Measuring Quality in GenAI: Beyond Accuracy

Measuring Quality in GenAI: Beyond Accuracy

How do you measure whether a Generative AI product is actually good?Traditional software gives us relatively clear metrics: accuracy, latency, uptime, conversion, and errors. GenAI changes the equatio...

29 Sep 6min

Jobs to Be Done in AI: Stop Building Features, Start Solving the Job

Jobs to Be Done in AI: Stop Building Features, Start Solving the Job

AI products are changing faster than traditional product management playbooks can keep up. In this episode of the AI Product Management Podcast, we explore how the Jobs to Be Done (JTBD) framework can...

27 Sep 7min

From Zero to AI PM: How to Build an AI Product Management Career

From Zero to AI PM: How to Build an AI Product Management Career

What does it really take to become an AI Product Manager when you're starting from zero?AI is changing product management faster than most organizations can adapt. But becoming an AI PM isn't simply a...

25 Sep 6min

Occam’s Razor: The Product Manager’s Toolkit for Better Decisions

Occam’s Razor: The Product Manager’s Toolkit for Better Decisions

Occam’s Razor: The Product Manager’s Toolkit for Better DecisionsProduct management is full of complexity — competing priorities, conflicting data, stakeholder opinions, customer demands, technical co...

21 Sep 7min

Model Drift: Watch out AI's Silent Killer

Model Drift: Watch out AI's Silent Killer

Model Drift: Watch Out — AI’s Silent KillerAI systems can look like they’re working perfectly while quietly becoming less accurate, less relevant, and less reliable over time.In this episode, we explo...

19 Sep 6min

Data Flywheels: Building Defensible Moats for AI Products

Data Flywheels: Building Defensible Moats for AI Products

AI products can be copied- but the data, feedback loops, and learning systems behind them can create a moat that is much harder to replicate.In this episode, we explore data flywheels and how AI produ...

17 Sep 5min

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