Suraksh AI co-designs AI and encryption, enabling enterprises to deploy fully encrypted models that deliver insights without ever exposing data or IP.

Suraksh AI Overview
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Suraksh AI

Encrypted Intelligence for the Civilization

Summary

Suraksh AI auto-co-designs AI and encryption to deliver insights without exposing data or IP.

As encrypted AI demand surges, enterprises lack usable tools for secure deployment.

We offer:

  • AutoFHE Compiler: Push-button encrypted AI compiler
  • AutoFHE SDK: Deployment-ready SDK for encrypted inference
  • Encrypted Models: Biometrics, LLMs, and genomics

Backed by peer-reviewed research (CVPR, USENIX), Suraksh delivers 10-100x speedups over legacy encrypted AI stacks.

The Problem


Encrypted AI is still out of reach. It is held back by slow tools, vendor lock-in, and custom hardware delays.



Manual Design Kills Speed

Manually designing performant encrypted models is slow, error-prone, and talent-intensive.

FHE Hardware Alone Won't Save Us

Encrypted AI needs solutions today—not years from now on costly, custom silicon.

Fragmentation Creates Lock-In

Enterprises are boxed into rigid hardware and encryption stacks, with no way out.

Billions in secure AI value are stranded because no one fixed the pipeline.

Our Solution

Push-Button Encrypted AI: Faster, Flexible, and Scalable by Design

Accelerate Inference by 10-100x

  • Orders-of-magnitude speedup over manual designs
  • Latency reduced from 9s to 0.4s (Face model)
  • Optimized for CPU inference

Stay Flexible Across Hardware & Frameworks

  • No hardware, encryption scheme, or vendor lock-in
  • Runs across TFHE, CKKS, BFV, and MPC
  • Portable across cloud and on-prem

Scale Secure AI with Push-Button Automation

  • One-click encrypted model deployment
  • Optimize latency, accuracy, memory tradeoff
  • Zero manual tuning required

Our Product


Suraksh AI is the first full-stack platform that co-designs AI models and encryption schemes for truly secure, production-ready encrypted inference.

AutoFHE Compiler

Push-button compiler that co-optimizes encrypted model architecture and crypto parameters for speed, size, and accuracy.

AutoFHE SDK

Deployment-ready SDK that integrates with your existing stack to run fully encrypted inference on ASICs (CPU, GPU, etc.).

Encrypted Models

Encryption-friendly models for face, fingerprint, genomics, and LLM will be licensed for private inference.

Case Study 1

CryptoFace: World's First End-to-End Encrypted Face Recognition - 7x Faster with Neural Co-Design.

Peer-reviewed and accepted at CVPR 2025—one of the top global AI conferences.


Case Study 1

Case Study 2

AutoFHE: Automated Design Beats Manual Experts - Outperforms CryptoLab and Zama

Peer-reviewed and accepted at USENIX Security 2024—one of the top global cybersecurity and systems conferences.


AutoFHE Benchmark Results
AutoFHE produced models up to 100x faster than Zama, and 2x faster than CryptoLab's MPCNN. AutoFHE powers our SDK & encrypted model offerings.

Team

Worked together for 2 years. Have a proven track record in tech startups and academia.

Team Member 1

Dr. Vinay Prabhu

CEO & Co-Founder

  • PhD - Carnegie Mellon Univ.
  • Founder - UnifyID & HAL51.AI
  • Expert in AI
Team Member 2

Dr. Vishnu Boddeti

CTO & Co-Founder

  • PhD - Carnegie Mellon Univ.
  • 20+ yrs. experience in AI
  • Expert in Trustworthy ML, AutoML and Biometrics
Team Member 3

Dr. Amina Bassit

Founding Engineer

  • PhD from Univ. of Twente
  • 10+ yrs. experience in cryptography
  • Expert in FHE and biometrics

Suraksh AI co-designs AI and encryption, enabling enterprises to deploy fully encrypted models that deliver insights without ever exposing data or IP.

Suraksh AI Overview
Suraksh AI Logo

Suraksh AI

Encrypted Intelligence for the Civilization