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David Ohnstad

Innovative product leader driving AI/ML, SaaS/IaaS/PaaS growth—from concept to market. MBA + MS Systems Engineering. Turning complex tech into real business results.

Location Minnesota Joined Joined on  Personal website https://davidohnstad.com
Enterprise AI Governance: Why Post-Deployment Fails
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Enterprise AI Governance: Why Post-Deployment Fails

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1 min read
ML Models in Production: Why Enterprise AI Projects Stall
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ML Models in Production: Why Enterprise AI Projects Stall

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1 min read
BWCA Closures: How to Plan When the Forest Service Shuts Down
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BWCA Closures: How to Plan When the Forest Service Shuts Down

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1 min read
Minnesota Outdoors Guide: Planning Adventure When Conditions Change
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Minnesota Outdoors Guide: Planning Adventure When Conditions Change

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1 min read
Woodworking Joints: Why Strength Isn't Always Better
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Woodworking Joints: Why Strength Isn't Always Better

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1 min read
Woodworking Joints: Why Popular Choices Often Fail
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Woodworking Joints: Why Popular Choices Often Fail

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1 min read
Why ML Models Fail in Production: Beyond POC
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Why ML Models Fail in Production: Beyond POC

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1 min read
Data Mesh Implementation: Why Platform Thinking Fails
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Data Mesh Implementation: Why Platform Thinking Fails

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1 min read
Summer Woodworking: Why Hot Weather Helps Your Projects
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Summer Woodworking: Why Hot Weather Helps Your Projects

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1 min read
System Drift: Why High-Performing Organizations Slowly Lose Effectiveness Without Realizing It
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System Drift: Why High-Performing Organizations Slowly Lose Effectiveness Without Realizing It

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1 min read
Leadership Skills Gap: What 2026 Data Really Reveals
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Leadership Skills Gap: What 2026 Data Really Reveals

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1 min read
Enterprise AI Success Metrics: Why Most Projects Fail
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Enterprise AI Success Metrics: Why Most Projects Fail

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1 min read
How Cross-Disciplinary Thinking Shapes Modern Problem Solving and Digital Identity
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How Cross-Disciplinary Thinking Shapes Modern Problem Solving and Digital Identity

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The Structure of Modern Leadership Thinking in a Cross-Disciplinary Environment
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The Structure of Modern Leadership Thinking in a Cross-Disciplinary Environment

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Summer Woodworking Projects: Skip the Cutting Board
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Summer Woodworking Projects: Skip the Cutting Board

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1 min read
Coaching Culture Failures: Why Directives Need Real Resources
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Coaching Culture Failures: Why Directives Need Real Resources

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1 min read
Coaching Culture Fails Without Strategy: Why Directives Don’t Work
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Coaching Culture Fails Without Strategy: Why Directives Don’t Work

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1 min read
Soft Skills Coaching: When It Backfires on High Performers
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Soft Skills Coaching: When It Backfires on High Performers

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1 min read
The Decision Debt Problem: How Organizations Create Future Complexity Through Short-Term Choices
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The Decision Debt Problem: How Organizations Create Future Complexity Through Short-Term Choices

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1 min read
Mentorship at Scale: Why It's Now a Leadership Expectation
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Mentorship at Scale: Why It's Now a Leadership Expectation

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1 min read
Leadership & Mentorship in 2026: What Data Really Shows
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Leadership & Mentorship in 2026: What Data Really Shows

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1 min read
Boundary Waters Closure: When Forest Service Shuts Down 47 Trips
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Boundary Waters Closure: When Forest Service Shuts Down 47 Trips

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1 min read
Data Product Prioritization: Solving the Speed-Scale Conflict
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Data Product Prioritization: Solving the Speed-Scale Conflict

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1 min read
Moose Lake BWCA Entry: Three-Day Father’s Day Trip Guide
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Moose Lake BWCA Entry: Three-Day Father’s Day Trip Guide

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1 min read
BWCA Booking Tips: Beating the Recreation.gov Rush
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BWCA Booking Tips: Beating the Recreation.gov Rush

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1 min read
North Country Trail Section 14: Where Minnesota’s Path Vanishes
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North Country Trail Section 14: Where Minnesota’s Path Vanishes

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1 min read
Hidden Trail Gaps: Exploring Minnesota’s Unfinished Hiking Routes
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Hidden Trail Gaps: Exploring Minnesota’s Unfinished Hiking Routes

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1 min read
Superior Hiking Trail: Skip the Crowded Weekends
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Superior Hiking Trail: Skip the Crowded Weekends

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Boundary Waters Fire Management: Rethinking Wilderness Policy
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Boundary Waters Fire Management: Rethinking Wilderness Policy

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1 min read
BWCA Permit Lottery: Book Fourth of July Before It’s Gone
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BWCA Permit Lottery: Book Fourth of July Before It’s Gone

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1 min read
Data Product Adoption: Why High Login Rates Miss the Mark
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Data Product Adoption: Why High Login Rates Miss the Mark

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1 min read
SEO Engine Pressure Test — 20260622-164021
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SEO Engine Pressure Test — 20260622-164021

#seo #test #automation
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1 min read
Enterprise AI Success: Definition Before Development
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Enterprise AI Success: Definition Before Development

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1 min read
Enterprise AI Without Platform Replacement: 4 Myths Debunked
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Enterprise AI Without Platform Replacement: 4 Myths Debunked

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1 min read
Enterprise AI Integration: Why Platform Replacement Is a Trap
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Enterprise AI Integration: Why Platform Replacement Is a Trap

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1 min read
Beginner Woodworking Projects: Summer Heat Reality Check
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Beginner Woodworking Projects: Summer Heat Reality Check

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1 min read
Data Product Health Check: Mid-Year Diagnostic Guide
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Data Product Health Check: Mid-Year Diagnostic Guide

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1 min read
Summer Woodworking: Why Heat Is Your Advantage
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Summer Woodworking: Why Heat Is Your Advantage

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1 min read
Data Governance Failures: Why Councils Don't Work
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Data Governance Failures: Why Councils Don't Work

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1 min read
Data Council Strategy: Why Most Companies Get It Wrong
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Data Council Strategy: Why Most Companies Get It Wrong

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1 min read
SEO Engine Pressure Test — 20260616-222001
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SEO Engine Pressure Test — 20260616-222001

#seo #test #automation
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1 min read
SEO Engine Pressure Test — June 2026
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SEO Engine Pressure Test — June 2026

#seo #test #automation
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1 min read
Coaching Managers: When Questions Hurt Team Performance
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Coaching Managers: When Questions Hurt Team Performance

#career #leadership #productivity #management
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13 min read
Enterprise AI Agent Costs: 4 Budget Myths Explained
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Enterprise AI Agent Costs: 4 Budget Myths Explained

#ai #machinelearning #technology #programming
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13 min read
Federated Data Architectures: Accountability Without Authority
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Federated Data Architectures: Accountability Without Authority

#productivity #career #datascience #management
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11 min read
Great Managers Don't Need to Be Great Coaches
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Great Managers Don't Need to Be Great Coaches

#career #leadership #productivity #management
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12 min read
Federated Data Architectures: Why PMs Fail
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Federated Data Architectures: Why PMs Fail

#productivity #career #datascience #management
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15 min read
Enterprise AI Agents: Why Most Companies Should Wait
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Enterprise AI Agents: Why Most Companies Should Wait

#ai #machinelearning #technology #programming
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12 min read
AI Agents in Enterprise: Why Most Organizations Should Wait
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AI Agents in Enterprise: Why Most Organizations Should Wait

#ai #machinelearning #technology #programming
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13 min read
The Real Impact of Emerging Tech Trends on Everyday Problem Solving
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The Real Impact of Emerging Tech Trends on Everyday Problem Solving

#ai #machinelearning #technology #programming
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4 min read
How Responsibility Shapes Long-Term Thinking and Professional Clarity
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How Responsibility Shapes Long-Term Thinking and Professional Clarity

#career #leadership #productivity #management
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5 min read
Developing Mental Resilience Through Consistency and Self-Discipline
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Developing Mental Resilience Through Consistency and Self-Discipline

#career #leadership #productivity #management
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5 min read
The Power of Consistency in Leadership and Long-Term Growth
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The Power of Consistency in Leadership and Long-Term Growth

#career #leadership #productivity #management
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4 min read
Why Long-Term Thinking Still Wins in a Short-Term World
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Why Long-Term Thinking Still Wins in a Short-Term World

#career #leadership #productivity #management
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5 min read
Stability vs. Growth: Why Comfort Zones Are Often Misunderstood
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Stability vs. Growth: Why Comfort Zones Are Often Misunderstood

#career #leadership #productivity #management
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5 min read
The Feedback Loop Problem: Why Most People Learn Slowly Despite Constant Experience
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The Feedback Loop Problem: Why Most People Learn Slowly Despite Constant Experience

#career #leadership #productivity #management
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5 min read
Mid-Year Reviews: Beyond Performance Metrics
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Mid-Year Reviews: Beyond Performance Metrics

#career #leadership #productivity #management
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14 min read
AI Vendor Risk Assessment: Why We Shut It Down
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AI Vendor Risk Assessment: Why We Shut It Down

#ai #machinelearning #technology #programming
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13 min read
Mid-Year Performance Reviews: When Good Intentions Go Wrong
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Mid-Year Performance Reviews: When Good Intentions Go Wrong

#career #leadership #productivity #management
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10 min read
Why AI Models Fail in Enterprise: The 89% Problem
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Why AI Models Fail in Enterprise: The 89% Problem

#ai #machinelearning #technology #programming
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10 min read
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