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What is Zama?

Improving patient care hinges on the secure and private exchange of information among healthcare professionals, which is vital for maintaining confidentiality. Furthermore, it is crucial to enable secure analysis of financial data that can help identify risks and prevent fraud, all while ensuring that client information remains encrypted and protected. In today's digital marketing landscape, achieving targeted advertising and insightful campaigns without infringing on user privacy is possible through the use of encrypted data analysis, particularly as we move beyond traditional cookie-based tracking. Additionally, promoting collaboration among various agencies is essential, as it allows them to work together efficiently while keeping sensitive information private, thereby enhancing both productivity and data security. Moreover, creating user authentication applications that uphold individuals' anonymity is a key factor in safeguarding privacy. It is also important for governments to be empowered to digitize their services independently of cloud providers, which can significantly boost trust and security in operations. This strategy not only maintains the integrity of sensitive information but also encourages a culture of responsible data handling across all sectors involved. Ultimately, the comprehensive approach to data privacy and security will foster a more secure environment for all stakeholders.

What is OPAQUE?

OPAQUE Systems pioneers a confidential AI platform that empowers enterprises to run advanced AI, analytics, and machine learning workflows directly on their most sensitive and regulated data without risking exposure or compliance violations. Leveraging confidential computing technology, hardware roots of trust, and cryptographic verification, OPAQUE ensures every AI operation is executed within secure enclaves that maintain data privacy and sovereignty at all times. The platform integrates effortlessly via APIs, notebooks, and no-code tools, allowing companies to extend their AI stacks without costly infrastructure overhaul or retraining. Its innovative confidential agents and turnkey retrieval-augmented generation (RAG) workflows accelerate AI project timelines by enabling pre-verified, policy-enforced, and fully auditable workflows. OPAQUE provides real-time governance through tamper-proof logs and CPU/GPU attestation, enabling verifiable compliance across complex regulatory environments. By eliminating burdensome manual processes such as data anonymization and access approvals, the platform reduces operational overhead and shortens AI time-to-value by up to five times. Financial institutions like Ant Financial have unlocked previously inaccessible data to significantly improve credit risk models and predictive analytics using OPAQUE’s secure platform. OPAQUE actively participates in advancing confidential AI through industry partnerships, thought leadership, and contributions to key events like the Confidential Computing Summit. The platform supports popular languages and frameworks including Python and Spark, ensuring compatibility with modern AI development workflows. Ultimately, OPAQUE balances uncompromising security with the agility enterprises need to innovate confidently in the AI era.

Media

Media

Integrations Supported

Amazon S3
Amazon Web Services (AWS)
Apache Spark
Azure Marketplace
Databricks
Google Cloud Platform
Microsoft Azure
Python
Salesforce
ServiceNow
Snowflake
Workday HCM

Integrations Supported

Amazon S3
Amazon Web Services (AWS)
Apache Spark
Azure Marketplace
Databricks
Google Cloud Platform
Microsoft Azure
Python
Salesforce
ServiceNow
Snowflake
Workday HCM

API Availability

Has API

API Availability

Has API

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Pricing Information

Pricing not provided.
Free Trial Offered?
Free Version

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Supported Platforms

SaaS
Android
iPhone
iPad
Windows
Mac
On-Prem
Chromebook
Linux

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

Zama

Date Founded

2020

Company Location

France

Company Website

www.zama.ai

Company Facts

Organization Name

OPAQUE Systems

Date Founded

2019

Company Location

United States

Company Website

opaque.co

Categories and Features

Machine Learning

Deep Learning
ML Algorithm Library
Model Training
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Templates
Visualization

Categories and Features

Data Analysis

Data Discovery
Data Visualization
High Volume Processing
Predictive Analytics
Regression Analysis
Sentiment Analysis
Statistical Modeling
Text Analytics

Data Governance

Access Control
Data Discovery
Data Mapping
Data Profiling
Deletion Management
Email Management
Policy Management
Process Management
Roles Management
Storage Management

Data Security

Alerts / Notifications
Antivirus/Malware Detection
At-Risk Analysis
Audits
Data Center Security
Data Classification
Data Discovery
Data Loss Prevention
Data Masking
Data-Centric Security
Database Security
Encryption
Identity / Access Management
Logging / Reporting
Mobile Data Security
Monitor Abnormalities
Policy Management
Secure Data Transport
Sensitive Data Compliance

Encryption

Central Policy Enforcement
Drag & Drop UI
Email Encryption
Encryption Key Management
Endpoint Encryption
File Compression
File Encryption
Full Disk Encryption
Public Key Cryptography
Tokenization / Data Masking

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