Top 10 Private AI Alternatives & Competitors

Top 10 Alternatives to Private AI Recently Reviewed By G2 Community

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Privacy1
By Privacy1
4.4/5
(91)
Product Description
Privacy1's Zero Trust Data Protection solution offers a comprehensive approach to safeguarding personal data by applying privacy-aware security directly to the data assets. This method shifts the focus from traditional perimeter defenses to a data-centric strategy, ensuring that sensitive information remains protected regardless of its location within the system. By encrypting data and implementing purpose-specific access controls, Privacy1 enables organizations to manage data access based on legal purposes, approved systems, and authorized personnel. This approach not only enhances data security but also ensures compliance with privacy regulations and builds trust with customers. Key Features and Functionality: - Consistent Protection: Maintains a uniform level of data security as information moves across various systems, regardless of differing perimeter security measures. - Purpose Control: Allows access to sensitive personal data solely for specific legal purposes, ensuring that data usage aligns with organizational policies and regulatory requirements. - Privacy Awareness: Integrates privacy considerations into data protection, enabling control over data usage across the organization from a legal standpoint. - Data Encryption: Ensures that data is encrypted, making it accessible only to legitimate systems and users for authorized purposes, both at rest and during transit. - Automated Privacy Rights Management: Facilitates the automation of data subject rights requests, such as access, erasure, and consent management, reducing manual overhead and enhancing compliance. Primary Value and Problem Solved: Privacy1's Zero Trust Data Protection addresses the critical challenge of data breaches and unauthorized access by implementing a data-centric security model. By encrypting data and enforcing purpose-specific access controls, it ensures that even if perimeter defenses are compromised, the data remains unreadable and secure. This solution not only mitigates the risk of data misuse but also simplifies compliance with privacy regulations, reduces operational costs associated with manual data protection processes, and enhances customer trust by demonstrating a commitment to data privacy and security.
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Categories in common with Private AI:
Data De-Identification

IBM InfoSphere Optim Data Privacy
By IBM
4.6/5
(48)
Product Description
IBM InfoSphere Optim Data Privacy protects privacy and support compliance using extensive capabilities to de-identify sensitive information across applications, databases and operating systems
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Reviewers say compared to Private AI, IBM InfoSphere Optim Data Privacy is:
More expensive
Better at meeting requirements
Categories in common with Private AI:
Data De-Identification

VGS Platform
By Very Good Security
4.7/5
(47)
Product Description
VGS is the modern approach to data security. Its SaaS solution gives you all the benefits of interacting with sensitive and regulated data without the liability of securing it.
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Reviewers say compared to Private AI, VGS Platform is:
More expensive
Better at meeting requirements
More usable
Categories in common with Private AI:
Data De-Identification
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Tumult Analytics
By Tumult Labs, Inc.
4.4/5
(38)
Product Description
Tumult Analytics is an advanced, open-source Python library designed to facilitate the deployment of differential privacy in data analysis. It enables organizations to generate statistical summaries from sensitive datasets while ensuring individual privacy is maintained. Trusted by institutions such as the U.S. Census Bureau, the Wikimedia Foundation, and the Internal Revenue Service, Tumult Analytics offers a robust and scalable solution for privacy-preserving data analysis. Key Features and Functionality: - Robust and Production-Ready: Developed and maintained by a team of differential privacy experts, Tumult Analytics is built for production environments and has been implemented by major institutions. - Scalable: Operating on Apache Spark, it efficiently processes datasets containing billions of rows, making it suitable for large-scale data analysis tasks. - User-Friendly APIs: The platform provides Python APIs that are familiar to users of Pandas and PySpark, facilitating easy adoption and integration into existing workflows. - Comprehensive Functionality: It supports a wide array of aggregation functions, data transformation operators, and privacy definitions, allowing for flexible and powerful data analysis under multiple privacy models. Primary Value and Problem Solved: Tumult Analytics addresses the critical challenge of extracting valuable insights from sensitive data without compromising individual privacy. By implementing differential privacy, it ensures that the risk of re-identification is minimized, enabling organizations to share and analyze data responsibly. This capability is particularly vital for sectors handling sensitive information, such as public institutions, healthcare, and finance, where maintaining data privacy is both a regulatory requirement and an ethical obligation.
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Categories in common with Private AI:
Data De-Identification

Tonic.ai
By Tonic.ai
4.2/5
(38)
Product Description
Tonic.ai frees developers to build with safe, high-fidelity synthetic data to accelerate software and AI innovation while protecting data privacy. Through industry-leading solutions for data synthesis, de-identification, and subsetting, our products enable on-demand access to realistic structured, semi-structured, and unstructured data for software development, testing, and AI model training. The product suite includes: - Tonic Fabricate for AI-powered synthetic data from scratch - Tonic Structural for modern test data management - Tonic Textual for unstructured data redaction and synthesis. Unblock innovation, eliminate collisions in testing, accelerate your engineering velocity, and ship better products, all while safeguarding data privacy.
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Reviewers say compared to Private AI, Tonic.ai is:
More expensive
Categories in common with Private AI:
Data De-Identification

brighter AI
By BrighterAi
4.5/5
(23)
Product Description
brighter AI provides anonymization solutions based on state-of-the-art deep learning to protect every identity in public.
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Categories in common with Private AI:
Data De-Identification

Kiprotect
By Kiprotect
4.3/5
(23)
Product Description
KIProtect makes it easy to ensure compliance and security when working with sensitive or personal data.
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Reviewers say compared to Private AI, Kiprotect is:
More expensive
Categories in common with Private AI:
Data De-Identification

Shaip Cloud
By Shaip
4.3/5
(22)
Product Description
Our patented cloud-based platform can transcribe audio and annotate images and text while allowing you to distribute, track and monitor workloads worldwide.
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Reviewers say compared to Private AI, Shaip Cloud is:
More expensive
Categories in common with Private AI:
Data De-Identification

Informatica Dynamic Data Masking
By Informatica
4.4/5
(22)
Product Description
Data security and privacy for data in use by both mission-critical and line-of-business applications.
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Reviewers say compared to Private AI, Informatica Dynamic Data Masking is:
More expensive
Categories in common with Private AI:
Data De-Identification

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