
You Ain’t got the Answers, PM!
Hate to break it to you, but Product isn’t about having all the answers.
It’s about asking the right questions.
So as a PM, you’re not the star—you’re the conductor 🎼

AI POCs—the Pathway from Innovation to ROI
A proof-of-concept (POC) is a realization of a technical (AI) capability that demonstrates its potential for value and viability.
From my experience, the power of a POC comes from its ability to start with well-defined scope and success criteria.

Falling in Love with the Problem
With so many tools, it’s easy to get distracted.
It’s tempting to jump straight into the latest model architectures, prompts, or LLMs.
Fall in love with the problem—not the solution.

AI PM Guiding Principles
AI Product Management is as much Art as it is Science 🔥
Most AI products fail—not because the models are bad, but due to a few hard truths that product teams ignore.

The Disruptor's Dilemma
Forget about the CEO of the Product.
That mindset is a relic and it didn't get me very far.
AI Product Management is about co-creating with your stakeholders.

Is AI a silver bullet?
Most of the time, it's not.
Previously, we laid the groundwork for AI product strategy.
Once that's in place, it’s time to get real: when does AI make sense to implement?

AI UX: Building at the Speed of Trust
UX for Gen AI apps involves building a useful, human-centric UX that's essential for Product Managers to get right from the get-go.

The Unsung Heroes Orchestrating ROI
AI Product Managers (PMs) act as critical conduits between business objectives and AI capabilities.
We lead workshops, bringing together business, technology, and AI teams to prioritize and identify challenges to uncover new opportunities by leveraging AI.

Embracing Failure
I debated writing this post—spoiler alert! It has nothing to do with AI.
It’s about embracing failure—as painful as it is, it’s the secret ingredient for success.

Mastering AI Product Strategy for Success 🔥
In today's digital landscape, where AI products reign supreme, a group of unsung heroes is orchestrating the symphony of innovation behind the scenes.
Enter the AI Product Manager, the mastermind who seamlessly blends business acumen, technical prowess, and customer-centric thinking to craft award-winning product strategy.

The Future of Product Management is Looking Bright
“As coding becomes more efficient, teams will need more product management work (as well as design work) as a fraction of the total workforce. Perhaps engineers will step in to do some of this work, but if it remains the purview of specialized Product Managers, then the demand for these roles will grow.” — Andrew Ng

Understanding AI vs. Business Strategy
AI has become table stakes and a business priority for gaining a competitive edge.
To harness AI's full potential, AI Product Managers need a well-crafted strategy that aligns with business priorities.

Unlocking the Power of AI Strategy
In today's data-driven world, understanding AI strategy is no longer a luxury, it's a necessity.
At the heart of any successful AI implementation lies a strong strategic framework that recognizes the interconnectedness of business, data, and AI.
This is where we begin our journey.