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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.

What is Immuta?

Immuta's Data Access Platform is designed to provide data teams with both secure and efficient access to their data. Organizations are increasingly facing intricate data policies due to the ever-evolving landscape of regulations surrounding data management. Immuta enhances the capabilities of data teams by automating the identification and categorization of both new and existing datasets, which accelerates the realization of value; it also orchestrates the application of data policies through Policy-as-Code (PaC), data masking, and Privacy Enhancing Technologies (PETs) so that both technical and business stakeholders can manage and protect data effectively; additionally, it enables the automated monitoring and auditing of user actions and policy compliance to ensure verifiable adherence to regulations. The platform seamlessly integrates with leading cloud data solutions like Snowflake, Databricks, Starburst, Trino, Amazon Redshift, Google BigQuery, and Azure Synapse. Our platform ensures that data access is secured transparently without compromising performance levels. With Immuta, data teams can significantly enhance their data access speed by up to 100 times, reduce the number of necessary policies by 75 times, and meet compliance objectives reliably, all while fostering a culture of data stewardship and security within their organizations.

Media

Media

Integrations Supported

Amazon S3
Databricks
Snowflake
Amazon Web Services (AWS)
Google Cloud Platform
Microsoft Azure
Salesforce
ServiceNow

Integrations Supported

Amazon S3
Databricks
Snowflake
Amazon Athena
Blotout
Cloudera
Elasticsearch
Google Cloud BigQuery
Greenplum
IBM Db2
MariaDB
Meltano
MongoDB
Oracle Cloud CX
Redshift

API Availability

API Availability

Has API

Pricing Information

Pricing not provided

Pricing Information

Consumption based or enterprise subscription.
Free Trial Offered?

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Standard Support
24 Hour Support
Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub
Webinars
Online Training
On-Site Training

Company Facts

Organization Name

OPAQUE Systems

Date Founded

2019

Company Location

United States

Company Website

opaque.co

Company Facts

Organization Name

Immuta

Date Founded

2015

Company Location

United States

Company Website

immuta.com

Categories and Features

Agentic AI

Not specified

AI Agent Builders

Not specified

AI Agents

Not specified

AI Automation

Not specified

AI/ML Model Training

Not specified

Confidential AI

Not specified

Data Analysis

Not specified

Data Governance

Not specified

Data Security

Not specified

Encryption

Not specified

Security Analytics

Not specified

Categories and Features

Big Data

Collaboration
High Volume Processing
No-Code Sandbox
Predictive Analytics

Cloud Security

Encryption

Cloud Workload Protection

Data Security
Governance
Logging & Reporting

Data Governance

Access Control
Data Discovery
Data Mapping
Data Profiling
Policy Management

Data Lineage

Not specified

Data Management

Not specified

Data Masking

Not specified

Data Privacy Management

Access Control
CCPA Compliance
Consent Management
Data Mapping
GDPR Compliance
Policy Management
Sensitive Data Identification

Data Quality

Data Discovery
Data Profililng
Metadata Management

Data Security

Alerts / Notifications
Data Classification
Data Discovery
Data Masking
Database Security
Encryption
Logging / Reporting
Policy Management
Sensitive Data Compliance

Data Visualization

Analytics
Dashboard Creation
Visual Discovery

Database Security

Not specified

Encryption

Central Policy Enforcement
Drag & Drop UI
Tokenization / Data Masking

GDPR Compliance

Access Control
Consent Management
Data Mapping
Policy Management
Risk Management
Sensitive Data Identification

HIPAA Compliance

Access Control / Permissions
Audit Management
Compliance Reporting
Data Security

Machine Learning

Deep Learning
Natural Language Processing (NLP)
Predictive Modeling
Statistical / Mathematical Tools
Visualization

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