Blog - David Ohnstad

Federated Data Architectures: Why PMs Fail

Henkel’s data platform shipped perfectly on time and budget—yet nine months later, nobody trusted the reports. The problem wasn’t the data or design. It was an organizational structure that gave product managers accountability without authority.

Data Product Reviews: Why They Fail Before Starting

A polished seventy-three-slide deck wasn’t enough to save this quarterly review. When the VP asked which initiatives actually changed business decisions, the room went silent. The problem wasn’t preparation—it was measurement. Here’s how to fix it.

Data Product Manager Reporting Structure: Where It Matters

Three competing org charts reveal a structural confusion plaguing data teams: where should the data product manager actually report? As organizations restructure around AI capabilities, this decision shapes everything from velocity to outcome ownership.

Data Product Manager Org Structure: Reporting Lines That Matter

When your company restructures its data organization, the slide deck shows the vision—but hides the real question: who do data product managers actually report to? David Ohnstad explores the hidden tensions that determine whether your data PM role survives.

Data Product Management Strategy: Building for Impact

Most organizations struggle with data product execution because they lack clear strategy alignment. David Ohnstad reveals how enterprises bridge this gap through structured frameworks and stakeholder collaboration to drive measurable business outcomes.

Data Privacy in the Age of AI: How Product Teams Can Build Trust with Users

As AI becomes more embedded in everyday products and services, concerns about data privacy and security have intensified.

Building Cross-Platform Digital Products: Challenges and Best Practices

Building cross-platform digital products requires a strategic balance of technology selection, user experience optimization, performance tuning, and security enforcement.

Data-Driven Product Development: Balancing Customer Feedback with Market Research

In this data-rich environment, product managers must become adept at interpreting various data sources, from customer interviews to market research reports, to drive feature prioritization and innovation.

Building Scalable Products: Lessons from Rapid-Growth Startups The Essence of Scalability

While product scalability is often discussed in the context of technology, it is equally a matter of strategic foresight and efficient execution.

From Concept to Launch: The Critical Phases of a Product Management Lifecycle Understanding the Product Lifecycle

Product management revolves around transforming an idea into a solution that fulfills customer needs and aligns with business objectives.