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David Ohnstad

Senior Data Product Manager | AI, SaaS & Data Strategy | Duluth, MN

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Month: April 2026

The Hidden Cost of Over-Optimization: When Efficiency Starts Limiting Growth

Business analyst reviewing data charts in a modern office setting.
A professional business analyst examines data and trends on printed charts in a contemporary workspace.

Efficiency builds strength within a structure. Growth often requires changing the structure itself.

Published April 28, 2026
Categorized as Data Product Management

Strategic Patience: Why Timing Matters More Than Speed in Business Growth

Business professional standing confidently outside a contemporary glass office building.
A professional man in a suit posing confidently outdoors in front of a modern glass skyscraper, symbolizing corporate success and leadership.

Speed will always play a role in execution, but without timing, it can lead to misaligned outcomes.

Published April 28, 2026
Categorized as Data Product Management

Recent Posts

  • Data Product ROI: Why 70% of AI Initiatives Fail
  • Data Products vs Analytics Dashboards: The $4M Mistake
  • Data Product Management: The Complete Guide
  • Data Product Strategy: Why You’re Building the Wrong Thing
  • Data Product Success Metrics: Why They’re Misleading

Recent Comments

  1. Data Product ROI: Why 70% of AI Initiatives Fail - David Ohnstad on Data Product Management: The Complete Guide
  2. Data Privacy in the Age of AI: How Product Teams Can Build Trust with Users - David Ohnstad on Data Product Management: Why 82% of Analytics Fail
  3. Federated Data Architectures: Why PMs Fail - David Ohnstad on Data Product Adoption: Why Dashboards Fail Without User Strategy
  4. Why Privacy-First Product Development is Critical in a Post-Cookie World - David Ohnstad on Embracing Ambiguity: A Data PM’s Guide to Navigating Uncertainty in Product Development
  5. Why Privacy-First Product Development is Critical in a Post-Cookie World - David Ohnstad on Customer-Centric Product Development: How to Balance Innovation with Market Needs

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