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Privacy-Preserving AI-Powered Analytics Models for the Enterprise

Unlock AI on your most sensitive data.

Shrouva cryptographically protects enterprise data before it ever reaches an AI model — then resolves predictions back to you, with a full audit trail.

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Your most valuable data is also your most sensitive. So it never reaches the models that could predict your future. Until now.

PLATFORM OVERVIEW

The Architecture of Enterprise-Grade Privacy

Tokenization & Encryption

Transform sensitive PII into secure, non-identifiable tokens using FF1 and AES-256 before any processing.

Differential Privacy

Configurable ε noise budgets ensure model predictions are statistically robust without compromising individual privacy.

AI Handoff

Send protected data to tabular foundation models for classification, regression, and forecasting with full integrity.

Resolve & Audit

Map predictions back to real identifiers with per-row integrity seals and a comprehensive, immutable audit trail.

How It Works

The Architecture of Enterprise Privacy

01. Protect

02. Predict

03. Resolve

Shrouva employs AES-256 and format-preserving encryption to tokenize sensitive data, ensuring it remains confidential within your perimeter.

Protected data is securely handed off to tabular foundation models for classification, forecasting, and anomaly detection without exposing raw identifiers.

Shrouva maps model predictions back to real-world identifiers with per-row integrity seals and a full, immutable audit trail for every prediction.

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ENTERPRISE-GRADE

Engineered for Absolute Data Sovereignty and Regulatory Integrity.

Shrouva operates at the intersection of deep-tech security and enterprise compliance. We ensure your sensitive data remains encrypted and immutable throughout the AI processing lifecycle, providing the audit trails and cryptographic foundations required for global enterprise standards.

GDPR

Compliant with General Data Protection Regulation for EU data sovereignty.

SOC 2

Trusted security and availability for mission-critical systems.

EU AI Act

Compliant with the European Union Artificial Intelligence Act.

HIPAA-Aware

Enterprise-grade security for healthcare data privacy.

NIST AI RMF

Aligned with the National Institute of Standards and Technology framework.

HashiCorp Vault

Integrated key management via HashiCorp Vault Transit.

100%

PII Protection

The Future of AI Privacy

Deep-dive into how Shrouva leverages cryptographic tokenization and differential privacy to enable enterprise-grade AI analytics without compromising sensitive data integrity.

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Give your enterprise the power to predict — privately.

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PRIVACY-FIRST ENTERPRISE AI

Unlock AI on your most sensitive data.

Shrouva cryptographically protects enterprise data before it ever reaches an AI model — then resolves predictions back to you, with a full audit trail.

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