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Marketplace › Large Language Model Operationalization (LLMOps) Software › Cloaked AI  · Cloaked AI alternatives

Cloaked AI

Encrypt vector embeddings while maintaining full AI functionality and performance

Large Language Model Operationalization (LLMOps) Software
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Category
Software
Deployment
Cloud / On-premise / Hybrid
API Access
Yes - RESTful API for integration with AI pipelines

About Cloaked AI

Cloaked AI is a specialized encryption-in-use platform that protects vector embeddings and sensitive data used in AI applications without compromising performance or accuracy. Unlike traditional encryption methods that render data unusable for computation, Cloaked AI enables organizations to maintain full functionality of AI-driven use cases including semantic search, anomaly detection, biometric identification, and recommendation engines while keeping data encrypted. The solution employs advanced cryptographic techniques that allow computations to occur on encrypted data, ensuring confidentiality throughout the AI pipeline. AiDOOS enhances Cloaked AI's deployment by providing integrated governance frameworks, seamless orchestration across hybrid environments, and scalable infrastructure to support enterprise-grade AI security requirements. Organizations benefit from reduced compliance complexity, improved data residency control, and the ability to leverage AI capabilities without exposing sensitive embeddings.

Challenges It Solves

  • Vector embeddings contain sensitive information but traditional encryption prevents AI model inference
  • Organizations struggle to balance data privacy regulations with AI performance requirements
  • Third-party AI services and cloud providers pose confidentiality risks to proprietary embeddings
  • Compliance frameworks require data protection but legacy encryption methods obstruct AI functionality
78
Reduced data breach risk from AI pipeline exposure
82
Maintained model accuracy with encrypted embeddings
91
Faster compliance audit cycles for regulated industries

Use Cases

Healthcare AI Applications

Encrypt patient medical embeddings in AI diagnostic systems while maintaining accuracy of disease detection and treatment recommendations. Ensures HIPAA compliance without compromising model performance.

88% Compliance maintained with full diagnostic accuracy

Financial Risk Detection

Protect transaction embeddings and customer behavioral vectors in fraud detection and credit risk models. Enables advanced AI analytics while safeguarding sensitive financial data from unauthorized access.

85% Fraud detection accuracy preserved under encryption

Biometric Authentication Systems

Secure facial recognition and fingerprint embeddings in access control systems. Allows real-time biometric matching without storing or exposing raw biometric templates.

92% Authentication speed unchanged with encrypted data

Personalization Engines

Encrypt user preference embeddings in recommendation systems for e-commerce and content platforms. Maintain personalization quality while protecting user privacy and competitive data.

79% Recommendation quality sustained with privacy protection

Confidential Document Analysis

Protect semantic embeddings of proprietary documents in similarity search and classification systems. Enable intelligent document discovery without exposing sensitive business content.

83% Search relevance maintained on encrypted documents

Pricing

Pricing available on request

Cloaked AI pricing is customized based on your team size, integrations, and requirements. AiDOOS will get you a scoped proposal — for free.

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Key Features

Encryption-in-Use Technology

Compute on encrypted data without decryption

Enable AI operations while maintaining confidentiality

Semantic Search Protection

Encrypted vector similarity matching

Search capabilities preserved with encrypted embeddings

Anomaly Detection

Identify outliers in encrypted datasets

Security monitoring without exposing sensitive data

Biometric Identification

Privacy-preserving identity verification

Biometric matching on encrypted templates

Recommendation Engine Security

Protected collaborative filtering

Personalization without user preference disclosure

Zero-Knowledge Architecture

Service provider cannot access plaintext data

Complete confidentiality assurance for embeddings

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Enterprise Readiness

Encryption-in-Use
Zero-Knowledge Architecture
Key Management
Privacy-Preserving Computation
Compliance-Ready

Integrations

7 total apps

Integrate encrypted embeddings with LangChain for secure semantic search and RAG applications

Protect embeddings generated by OpenAI while maintaining compatibility with downstream AI models

Encrypt vectors before storage in Pinecone for privacy-preserving semantic search

Integrate with Weaviate vector search for encrypted similarity matching and recommendation

Secure embeddings from Hugging Face models in ML pipelines

Deploy encrypted embeddings within SageMaker for secure AI model training and inference

Process large-scale encrypted embeddings in distributed computing environments

AiDOOS Managed Deployment

Deploy Cloaked AI in

AiDOOS handles setup, CRM integration, SSO config, and user provisioning. Your team goes live — not your IT department.

Deployments
Adoption rate
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Prerequisites

Configuration Options

Virtual Delivery Center · A new delivery category

A Virtual Delivery Center for Cloaked AI

Pre-vetted experts and AI agents in the loop, assembled as a delivery pod. Pay in Delivery Units — universal pricing across roles, seniority, and tech stacks. No hiring, no contracting, no procurement cycle.

  • Plans from $2,000 — Starter Pack, 10 Delivery Units, 90 days
  • Refundable on unused Delivery Units, anytime — no questions asked
  • Re-delivery guarantee on acceptance miss
  • Pre-flight delivery sizing — you see the plan before you commit

How a Virtual Delivery Center delivers Cloaked AI

Outcome-based delivery via AiDOOS’s VDC model.  Why VDC vs traditional consulting? →

Outcome-Based

Pay for results, not hours

Milestone-Driven

Clear deliverables at each phase

Expert Network

Access to certified specialists

Implementation Timeline

1
Discover
Requirements & assessment
2
Integrate
Setup & data migration
3
Validate
Testing & security audit
4
Rollout
Deployment & training
5
Optimize
Performance tuning
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Frequently Asked Questions

Does encryption slow down AI model inference?
No. Cloaked AI's encryption-in-use technology is optimized for minimal latency overhead. Many customers report negligible performance impact while maintaining full data confidentiality throughout their AI pipelines.
Can we use Cloaked AI with existing vector databases?
Yes. Cloaked AI integrates with popular vector databases including Pinecone, Weaviate, and Milvus. Encrypt embeddings before storage or integrate encryption within your existing pipeline. AiDOOS provides orchestration support for seamless integration.
Who controls encryption keys?
You do. Cloaked AI follows a zero-knowledge model where customers generate and manage all encryption keys. The service provider never has access to keys or plaintext data, ensuring complete data sovereignty.
What compliance standards does Cloaked AI support?
The solution is designed for HIPAA, GDPR, PCI-DSS, and SOC 2 compliance. By encrypting sensitive embeddings, you reduce compliance scope and accelerate audit processes significantly.
How does AiDOOS enhance Cloaked AI deployment?
AiDOOS provides integrated governance, multi-environment orchestration, and scalable infrastructure management for Cloaked AI. This simplifies enterprise deployments, improves compliance tracking, and enables seamless scaling across cloud and on-premise environments.
Can biometric embeddings be encrypted while maintaining matching accuracy?
Yes. Cloaked AI's encryption-in-use technology preserves similarity metrics essential for biometric matching. Authentication systems achieve the same accuracy with encrypted templates, eliminating exposure of sensitive biometric data.

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Vendor

Customer Success Stories

Real results from enterprises deployed through AiDOOS

Global Healthcare Provider
"Cloaked AI enabled us to deploy AI diagnostic tools while maintaining HIPAA compliance. Patient data remains encrypted throughout the ML pipeline without sacrificing diagnostic accuracy."
— Chief Information Security Officer
Fintech Enterprise
"We achieved 40% faster fraud detection model deployment by eliminating encryption/decryption overhead. Our embeddings are now protected by default with zero performance impact."
— VP of Data Science
Biometric Security Firm
"Encryption-in-use transformed our authentication infrastructure. We can now offer customers biometric matching with cryptographic guarantees that templates never exist in plaintext."
— Product Manager

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