My Playbook.

Thirty years of product leadership distilled into frameworks, opinions, and hard-won lessons. On building products, scaling data, deploying AI, leading transformation, and developing the executives who do all of the above. Written for practitioners — not consultants.

01 Product

Deep Dive

Product Management vs. Product Operations

Product management owns the "what" and "why" — the vision, the strategy, the customer. Product operations owns the "how" — the systems, the processes, the delivery cadence. Most companies confuse the two, underfund the second, and wonder why their roadmaps never ship on time.

Framework

The 0-to-1 Trap: Why Launch Is the Easy Part

Getting a product to market is celebrated. Building one that survives its first 12 months rarely is. The real work starts after the launch announcement.

Opinion

How to Run a Roadmap Review That Actually Means Something

Most roadmap reviews are theater. Here's the cadence and structure I've used across $75M ARR portfolios to make governance a growth lever.

02 Data

Deep Dive

You Don't Have a Data Problem. You Have a Data Practice Problem.

Most companies drowning in data aren't lacking tools — they're lacking the operating model that turns raw data into a decision-making asset.

Framework

Building a Data Practice from Zero: The First 90 Days

I've done this twice at PE-backed SaaS companies. Here's the exact sequence — people, infrastructure, governance — that gets you from zero to trusted data in one quarter.

Opinion

Data Monetization Isn't a Strategy. It's a Destination.

Everyone wants to "monetize their data." Few can explain what that actually means inside their product or business model. Here's how to think about it properly.

03 AI

Opinion

AI Features Won't Save a Bad Product. They'll Just Expose It Faster.

The race to bolt AI onto existing products is producing a lot of mediocre features and very few defensible advantages. Here's when AI actually changes the equation.

Framework

How to Run an AI POC That Stakeholders Actually Trust

A proof of concept that impresses engineers and confuses executives is not a success. Here's the framework I use to design AI POCs that lead to funded roadmap items.

Short Take

The Real Question Isn't "Should We Use AI?" It's "Who Owns the Output?"

Governance of AI-generated content, decisions, and recommendations is the product problem nobody is solving cleanly. A short take on ownership and accountability.

04 Transformation

Deep Dive

Post-Acquisition Product Integration: The 10 Things Nobody Tells You

I've led product integration across three acquisitions. The technical debt is rarely the hardest part. The roadmap politics, the customer trust, and the team identity crisis — those are.

Framework

How to Stabilize a $75M ARR Product Portfolio Without Breaking Everything

When you inherit a legacy platform with thousands of enterprise customers, the instinct to modernize fast is wrong. Here's the sequencing that actually works.

Opinion

PE-Backed Doesn't Mean Move Fast. It Means Move Right.

Private equity ownership changes the product calculus in ways most CPOs aren't prepared for. Here's how to align product strategy with the value creation timeline.

05 PMO

Framework

How I Built a Tech PMO from Zero — and Why Most Companies Get It Wrong

A PMO that slows teams down is a cost center. A PMO that creates delivery clarity is a competitive advantage. Here's the model I've used across 100+ contributor organizations.

Deep Dive

Capacity-Based Planning: The Only Roadmap Governance That Actually Works

Commitment-based roadmaps fail because they ignore capacity. Here's the model I've used to increase Dev/QA output by 44% while sustaining three consecutive years of on-time releases.

Opinion

Offshore Delivery Doesn't Fail Because of Time Zones. It Fails Because of Clarity.

I've onboarded 100+ offshore contributors across multiple engagements. The teams that struggled had one thing in common — and it wasn't location.

06 Leadership

Short Take

The Fractional CPO Is Not a Consultant. Here's the Difference.

Consultants give recommendations. Fractional CPOs own outcomes. If you're hiring one to produce a deck, you're wasting your budget.

Framework

How I Build Product Teams That Ship Without Being Told To

Velocity without ownership is just noise. Here's the operating model I've used to build teams where delivery discipline and product thinking coexist — across onshore and offshore orgs.

Opinion

Stop Hiring for Domain Expertise. Start Hiring for Pattern Recognition.

The best product people I've hired rarely came from the same industry. What they shared was the ability to spot the underlying pattern faster than anyone else in the room.

These pieces also live on LinkedIn.

Follow along for new entries across all six categories — published when the thinking is ready, not on a content calendar.