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SaaS instincts suffocate AI products
7 SaaS PM reflexes that shrink AI products—and why data people already think differently.
Mar 26
•
Sven Balnojan PhD
3
AI tools are the new dashboards
If specificity is zero, value is zero. Onboard the AI tool, or ditch it if you can’t.
Mar 19
•
Sven Balnojan PhD
3
What comes after analytics
Decision infrastructure. How to get there.
Mar 5
•
Sven Balnojan PhD
11
4
February 2026
Dashboards are easy to read. That’s the problem.
A 5-question scorecard for dashboards, decks, and charts—and the three harder formats that turn “understood” into “decided.”
Feb 27
•
Sven Balnojan PhD
4
Your AI brainstorm is broken
One exercise that turns chatbot lists into ML projects that actually matter.
Feb 19
•
Sven Balnojan PhD
2
Your AI Agent Isn't Broken. Your Definitions Are.
Someone on your analytics team kept "customer" meaning one thing everywhere. They just left.
Feb 13
•
Sven Balnojan PhD
2
1
1
Good Data, Bad Data
Everyone has data. Almost nobody has power.
Feb 12
•
Sven Balnojan PhD
2
1
Default Funded or Default Dead
Why Airbyte raised with 15 months of runway left.
Feb 5
•
Sven Balnojan PhD
Collecting or Constructing?
Why your $2M data & AI investment has no moat—and the 3 CEO decisions that would change that.
Feb 3
•
Sven Balnojan PhD
1
January 2026
Open Source Is a Weapon
When a cloud giant ships “Managed You”: 7 tactics to attack, defend, and build moats
Jan 30
•
Sven Balnojan PhD
It's GitHub, Not GitHope
4 open source battlefields. Airbyte picked right. Iceberg picked wrong.
Jan 22
•
Sven Balnojan PhD
1
Serve the Haters
The Netflix playbook for winning “BI”
Jan 15
•
Sven Balnojan PhD
4
1
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