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Ranbir Sagar
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Digital Strategy Specialist
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Join date: Mar 11, 2025
Overview
First Name
Ranbir
Last Name
Sagar
Posts (7)
Feb 7, 2026 ∙ 4 min
80% of enterprise data sits unused: privacy is the reason, anonymization is the fix
Enterprises are sitting on a goldmine of data — but 80% of it never reaches an AI model. The reason is privacy. The fix is anonymization. Here is how leading organizations are unlocking their most sensitive data for AI, safely and compliantly.
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Feb 3, 2026 ∙ 4 min
Anonymized data vs. synthetic data: which one actually works for enterprise AI?
Two approaches promise privacy-safe AI training data. Only one reliably handles enterprise complexity, regulatory scrutiny, and real-world data fidelity. Here's the honest comparison.
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Jan 31, 2026 ∙ 4 min
EU AI Act deadline (August 2026): what your AI data strategy needs now
The EU AI Act's most critical enforcement date is less than six months away. On August 2, 2026, the requirements for high-risk AI systems under Annex III become fully enforceable. Penalties for non-compliance can reach up to 35 million euros or 7% of global annual revenue. Yet most enterprises are not ready. According to Gartner, organizations will abandon 60% of AI projects by 2026 due to a lack of AI-ready data. The gap between AI ambition and data readiness has never been wider. This...
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