PRANOTI KSHIRSAGAR, PhD
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Vendor Lock-In

AI Vendor Lock-In: The Startup Audit You Should Run Before Scale

The European Parliament’s ITRE committee published a detailed study on European Software and Cyber Dependencies in December 2025. It maps how …

June 17, 2026

AI Adoption Risks Every European SME Should Know About

Most European SMEs adopting AI tools right now are making the same decision large enterprises made a decade ago with cloud software — and are about to …

June 13, 2026

Enterprise AI in Europe: The Hidden Cost of Vendor Lock-In

The European Parliament’s December 2025 study on software and cyber dependencies puts a number on something most enterprise leaders already …

June 9, 2026

Pranoti Kshirsagar

AI Integration, Science Communication, and Research Strategy

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