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RESEARCH

Annual FHE Community Survey

Insights from Cryptographers, Engineers, and Researchers

About Our Annual Survey

Each year, LatticaAI conducts a comprehensive survey to understand industry trends, adoption patterns, and challenges in encrypted compute and privacy-preserving AI. Our survey provides valuable insights for enterprises, researchers, and technology leaders navigating the evolving landscape of privacy technology.

The results help shape industry understanding of encrypted compute adoption, identify key barriers and opportunities, and highlight emerging use cases across sectors including healthcare, financial services, security, and more.

View 2025 Survey Results

Explore insights from last year's survey: key findings, trends, and community perspectives on FHE adoption.

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Participate Now

2026 FHE Community Survey

Share your insights and help shape the future of FHE. Responses accepted until the end of March 2026.

Open until March 31, 2026
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Survey 2025

What the FHE Community Thinks About the Future

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