In high-growth, multi-product environments, product management can hit a wall. To break through, I built Milo — an AI-powered junior product manager embedded directly into our frameworks, tools, and workflows. In its first month, Milo cut routine PM workload by up to 75%, freeing time for strategic work and accelerating delivery. This post shares how we built it, the early results, and why designing the right frameworks is the key to scaling product management without scaling headcount.

Knowing how to prioritize effectively is a core skill for any product manager. In this blog, I walk through common prioritization frameworks, discussing their mechanics, strengths, and limitations, as well as the contexts in which they excel.

In this blog we explore how understanding business value is a cornerstone for effective decision-making for product managers.

In this post we discuss why storytelling is a vital tool in a product manager's arsenal, and how to harness its power effectively.

AI products pose a number of unique UX, privacy, and ethical issues. The video provide an example of how to place users at the core of the design process to proactively address these issues.

This video provides a high-level example of how to frame machine learning projects to help you design and deliver successful AI products.

In this post I explore success metrics, and how to zero in on the ones that align with your product's goals.

Cross-functional teams bring together a diverse mix of experts from various departments. This article covers my approach to effectively leading cross-functional teams without authority.

The right pricing strategy directly impacts customer acquisition, retention, and overall profitability. In this post, I explore how value pricing fosters customer loyalty and long-term engagement.

For product managers understanding and aligning with this vision is essential. Let's explore the art of crafting a compelling vision statement and its impact on product development.

Crafting a user persona that aids in product development is not about adding as many details as possible. It's about adding the right details.

Product management often feels like navigating a vast, intricate puzzle. While plans might change, having one equips you to adapt effectively. In this piece, I'll share a 9-step product management framework to help steer your journey.