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What is Questa AI?

Questa AI is a privacy-protected analytics platform built to help organizations leverage artificial intelligence without exposing sensitive data. The system begins by ingesting business documents such as Word, PDF, and Excel files and anonymizing them locally using an advanced NLP-based redaction engine. This ensures that personally identifiable information and confidential business details are removed before any AI interaction takes place. Once sanitized, the documents can be analyzed using any large language model, giving companies full flexibility without being tied to a single provider. Users can interact conversationally with Novara, the platform’s AI assistant, to ask questions and extract insights safely. In addition, businesses can generate structured analytical reports using pre-built templates for sales, finance, marketing, and strategy, or deploy their own custom prompts. The platform also measures data relevancy before analysis to improve output quality and decision-making accuracy. Automation capabilities enable streamlined workflows for report creation and distribution, reducing manual effort. Questa supports both cloud-based environments for smaller teams and on-premise enterprise deployments for organizations with strict infrastructure requirements. By operating within a company’s own environment, it eliminates provider lock-in and strengthens regulatory compliance. The solution is particularly valuable for industries managing high volumes of sensitive financial, customer, or healthcare data. Through a combination of anonymization, flexible AI integration, and secure automation, Questa delivers intelligent insights while maintaining full data sovereignty.

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.

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Integrations Supported

Integrations Supported

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

API Availability

API Availability

Pricing Information

$0
Free Trial Offered?

Pricing Information

Pricing not provided

Supported Platforms

SaaS

Supported Platforms

SaaS

Customer Service / Support

Web-Based Support

Customer Service / Support

Web-Based Support

Training Options

Documentation Hub

Training Options

Documentation Hub

Company Facts

Organization Name

Questa AI

Date Founded

2022

Company Location

United States

Company Website

www.questa-ai.com

Company Facts

Organization Name

OPAQUE Systems

Date Founded

2019

Company Location

United States

Company Website

opaque.co

Categories and Features

Confidential AI

Not specified

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

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