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Evervault

Evervault

Evervault’s AI Privacy tool allows users to securely integrate with OpenAI and leverage the power of third-party Language Model Models (LLMs) without compromising user privacy. This tool ensures that sensitive customer Personally Identifiable Information (PII) is not shared with LLM providers like OpenAI by using Evervault’s Relay Redaction.

With AI Privacy, users can build customer trust compliantly by assuring them that their data is protected and not shared with black-box third-party LLM providers. The tool helps maintain compliance with regulations such as HIPAA, GDPR, CCPA, and more.

One of the key benefits of AI Privacy is that it requires minimal infrastructure changes, eliminating the need for re-architecture. Users can simply put Evervault Relay in front of the request, and the PII is redacted before sharing.

The tool provides powerful redaction capabilities for any data workflow, including the ability to detect, redact, and replace PII in unstructured data such as support tickets, chat transcripts, and medical records. Users can also proxy their requests via Evervault Relay to any LLM API and configure the fields they want to redact.

AI Privacy offers seamless integration with all major LLM providers, including OpenAI, Anthropic, and Stability AI. It adds less than 100ms of latency overhead to requests, ensuring low-latency performance. Evervault is fully compliant with industry standards like PCI DSS, HIPAA, and GDPR, reducing the compliance burden for users.

Overall, Evervault’s AI Privacy tool provides a secure and compliant solution for leveraging third-party LLMs while safeguarding user privacy and sensitive data.

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Pontus

Pontus is an open-source AI orchestration layer that enhances the trustworthiness of AI systems by ensuring data privacy. It accomplishes this by masking sensitive data sent to third-party services and then demasking the data on the user’s own servers. With Pontus, businesses can build AI applications more quickly and confidently, as it embeds privacy measures into the AI workflow.

One key feature of Pontus is its intelligent prompt sanitization functionality. It employs a similarity search algorithm to identify private and sensitive information in the data and replaces it with tokenized representations before sending it to third-party services. This provides customers with a sense of trust and privacy without compromising the effectiveness of the AI system.

In addition, Pontus implements secure retrieval augmented generation techniques, enabling only sanitized and redacted documents to be shared with third-party services, such as OpenAI. This ensures that sensitive information is protected while still allowing the full power of AI models, like RAG, to be utilized.

Pontus addresses the needs of enterprise clients who have stringent data protection requirements. Its privacy-first approach helps overcome the barriers businesses face when adopting AI tools due to concerns about data security. By using Pontus, large enterprises can unlock the value of AI while maintaining the trust and safety their clients demand.

For those interested in using Pontus, there are two plans available. The open-source plan suits hobby projects, small startups, and non-commercial ventures, while the business plan caters to companies requiring additional support and features for on-premise deployment. Pontus also offers community support and the option to book a demo to learn more about its capabilities and how it can enhance the trust and safety of AI systems.

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MostlyAI

MOSTLY AI is a tool designed for synthetic data generation and serves as a knowledge hub that provides insights into synthetic data. With this tool, users can learn about the concept of synthetic data and gain hands-on experience in generating such data.

One notable aspect of MOSTLY AI is its automated quality assurance (QA) feature that allows users to ensure the accuracy and reliability of the generated synthetic data. The tool offers a free plan that enables users to generate up to 100,000 rows of synthetic data daily.

By using MOSTLY AI, users can eliminate the need for real, sensitive, or personally identifiable data when working on projects that require data modeling, development, testing, or sharing. This synthetic data can be used as a substitute for real data while maintaining its statistical properties, ensuring privacy and compliance with data protection regulations.

The tool aims to provide an intuitive and user-friendly interface, empowering users to create synthetic datasets with ease. It allows users to customize the data generation process based on specific requirements, enabling them to simulate diverse scenarios and use cases.

MOSTLY AI is marketed as a Synthetic Data Generation and Knowledge Hub, focusing on the benefits and use cases of synthetic data. The tool’s primary function revolves around generating large volumes of data, ensuring its quality, and fostering knowledge-sharing in the field of synthetic data.

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