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Author: Alessandro Marianantoni

The Data Defensibility Thesis: Why Smart Capital Is Repricing Software

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Alessandro Marianantoni
Friday, 20 March 2026 / Published in Entrepreneurship
The Data Defensibility Thesis: Why Smart Capital Is Repricing Software
Investors now prefer proprietary, workflow-embedded data over standalone software; data moats are driving higher SaaS valuations and durable AI advantages.

The Data Asset You’re Sitting On (A Self-Audit for Founders at $100K–$3M ARR)

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Alessandro Marianantoni
Thursday, 19 March 2026 / Published in Entrepreneurship
The Data Asset You're Sitting On
Turn your SaaS 'digital exhaust' into a defensible, monetizable data asset with a five-question self-audit for founders at $100K–$3M ARR.

Data Flywheels Are Real – But Most Founders Build Them Wrong

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Alessandro Marianantoni
Thursday, 19 March 2026 / Published in Entrepreneurship
Data Flywheels Are Real - But Most Founders Build Them Wrong
Founders often mistake volume for advantage. Build real data flywheels with closed feedback loops, domain-specific signals, and automated actions.

Why VCs Are Pricing Companies on Data Defensibility (And What That Means for Your $1M ARR Business)

  • 0
Alessandro Marianantoni
Wednesday, 18 March 2026 / Published in Entrepreneurship
Why VCs Are Pricing Companies on Data Defensibility (And What That Means for Your $1M ARR Business)
VCs now prioritize proprietary, compounding data as the core moat—learn the four defensibility dimensions founders must use to earn higher SaaS valuations.
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