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June 13, 2025

AI Due Diligence: Uncovering Hidden Risks Before You Invest

Proof of Work — Episode 097
Why Most AI Spending Never Reaches the P&L
Jimmy Bijlani, AI Momentum Partners
00:00
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Join Melania Calinescu, founder and CEO of AI4ALL Solutions, as she shares essential insights on conducting rigorous AI due diligence. Learn how she helped a private equity firm uncover hidden risks behind flashy tech demos, ensuring they didn't overpay for a healthcare technology investment. Melania reveals practical steps every investor should take to differentiate real AI innovation from marketing hype and safeguard investments from unforeseen challenges.

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Chapters:
00:00 - Introduction to AI and Its Misconceptions
03:30 - Identifying Customer Problems with AI
07:06 - Preparing for Future Changes in AI
10:17 - Assessing AI Investment Alignment
12:06 - Understanding AI Maturity Levels
14:49 - Exploring the Quantum Humanism Framework
18:31 - Case Study: Technical Due Diligence in Healthcare AI
30:13 - Key Questions for CEOs Regarding AI

chapters
19 marks
00:00
Introduction to AI and Its Misconceptions
03:30
Identifying Customer Problems with AI
07:06
Preparing for Future Changes in AI
10:17
Assessing AI Investment Alignment
12:06
Understanding AI Maturity Levels
14:49
Exploring the Quantum Humanism Framework
18:31
Case Study: Technical Due Diligence in Healthcare AI
30:13
Key Questions for CEOs Regarding AI
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