Jun 13, 2025

AI Due Diligence: Uncovering Hidden Risks Before You Invest

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.

đź”” Subscribe to the Just Curious Newsletter for more valuable insights on leveraging AI for smarter investments and business decisions:
https://just-curious-ai.beehiiv.com/?utm_source=youtube&utm_medium=video&utm_campaign=MELANIA_CALINESCU_AI_DUE_DILIGENCE

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

Melania Calinescu
Ratings
melania-calinescu-2

CEO/Founder @ AI4ALL Solutions

PhD mathematician and AI strategist helping executives and investors cut through hype, select the right AI solutions, and drive real-world value through clear, ethical, human-centered AI.

Just Curious AI – Ask Us Anything