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📰 Dev.to · David Ohnstad

20 articles · Updated every 3 hours · View all reads

All Articles 85,114Blog Posts 106,834Tech Tutorials 20,929Research Papers 18,058News 14,134 ⚡ AI Lessons
Federated Data Architectures: Why PMs Fail
Dev.to · David Ohnstad 3d ago
Federated Data Architectures: Why PMs Fail
David Ohnstad reveals why data product managers struggle in federated architectures. Learn how organizational design undermines governance and trust in dec
Mid-Year Reviews: Beyond Performance Metrics
Dev.to · David Ohnstad 1w ago
Mid-Year Reviews: Beyond Performance Metrics
David Ohnstad challenges the myth that mid-year reviews should focus only on metrics. Discover how to transform performance conversations into meaningful d
AI Vendor Risk Assessment: Why We Shut It Down
Dev.to · David Ohnstad 1w ago
AI Vendor Risk Assessment: Why We Shut It Down
David Ohnstad on why a 14-month AI vendor risk system was deprecated. Learn what went wrong and when AI solutions miss the mark in enterprise compliance.
Mid-Year Performance Reviews: When Good Intentions Go Wrong
Dev.to · David Ohnstad 1w ago
Mid-Year Performance Reviews: When Good Intentions Go Wrong
David Ohnstad reveals why prepared performance reviews often fail. Learn how to shift from scripted feedback to genuine dialogue that develops your team.
Why AI Models Fail in Enterprise: The 89% Problem
Dev.to · David Ohnstad 1w ago
Why AI Models Fail in Enterprise: The 89% Problem
David Ohnstad explains why enterprise AI projects stall after launch. Learn how to move beyond low adoption rates and build AI your teams actually use.
Data Product Reviews: Why They Fail Before Starting
Dev.to · David Ohnstad 1w ago
Data Product Reviews: Why They Fail Before Starting
David Ohnstad explains why mid-year data product reviews collapse when teams can't answer critical questions. Learn how to fix broken review processes.
Rotational Programs: Why They're Career Accelerators, Not Setbacks
Dev.to · David Ohnstad 1w ago
Rotational Programs: Why They're Career Accelerators, Not Setbacks
David Ohnstad explains why internal rotations feel like limbo but accelerate leadership growth. Discover how strategic moves unlock cross-functional visibi
Why Enterprise AI Pilots Fail: From PoC to Production
Dev.to · David Ohnstad 1w ago
Why Enterprise AI Pilots Fail: From PoC to Production
David Ohnstad explores why enterprise AI pilots stall in PoC phase. Discover the workflow integration gaps that derail even accurate ML models from user ad
Career Pivots: When to Stay and When to Leave
Dev.to · David Ohnstad 1w ago
Career Pivots: When to Stay and When to Leave
David Ohnstad shares the pivotal moment he almost quit—and the leadership opportunity that changed his trajectory. Learn when a rotation or mentor interven
Enterprise AI Budget Waste: Three Costly Mistakes
Dev.to · David Ohnstad 1w ago
Enterprise AI Budget Waste: Three Costly Mistakes
David Ohnstad reveals why enterprise AI projects fail to deliver ROI. Learn three common budget traps and how to avoid wasting resources on unused ML featu
Data Product Manager Reporting Structure: Where It Matters
Dev.to · David Ohnstad 1w ago
Data Product Manager Reporting Structure: Where It Matters
David Ohnstad explores where data product managers should report in AI-ready organizations. Discover why org structure impacts team success and product out
Executive Presence at Tech Conferences: Maximize Career ROI
Dev.to · David Ohnstad 2w ago
Executive Presence at Tech Conferences: Maximize Career ROI
David Ohnstad reveals how to build executive presence at tech conferences and turn attendance into real career outcomes. Learn the three-phase framework th
Data Product Management Strategy: Building for Impact
Dev.to · David Ohnstad 2w ago
Data Product Management Strategy: Building for Impact
David Ohnstad explores critical gaps in data product strategy and how leading organizations close them. Learn frameworks for sustainable competitive advant
Building Cross-Platform Digital Products: Challenges and Best Practices
Dev.to · David Ohnstad 2w ago
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 securi
Data Privacy in the Age of AI: How Product Teams Can Build Trust with Users
Dev.to · David Ohnstad 2w ago
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.
Data Product Team Structure: Centralized vs. Distributed
Dev.to · David Ohnstad 📊 Data Analytics & Business Intelligence ⚡ AI Lesson 3w ago
Data Product Team Structure: Centralized vs. Distributed
David Ohnstad debunks the myth that centralized data teams build better products. Discover why distributed ownership and federated models often outperform