Private AI
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Private AI
By Private AI
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4.6 out of 5 stars
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Private AI Reviews & Product Details

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Private AI Overview

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What is Private AI?

Private AI is at the forefront of privacy solutions, providing an advanced machine learning (ML) system that identifies, redacts, and replaces personally identifiable information (PII) across a wide spectrum of file types, including text, PDFs, audio, images, structured data, and more. Their technology is able to detect over 50 different entities of PII, PHI and PCI across 52 languages (and growing!). Models are deployed on-premise via container so customer data is processed within their own existing environments, and is never shared with anyone - not even Private AI. Their technology is also available to purchase on the AWS and Azure cloud marketplaces. Private AI also developed PrivateGPT, a privacy-preserving alternative to popular large language models (LLMs) such as ChatGPT and Cohere. Built on Private AI’s hyper-accurate de-identification technology, PrivateGPT allows companies to safely leverage LLMs without compromising privacy. With PrivateGPT, only necessary information gets shared with OpenAI’s language model APIs, so you can confidently leverage the power of LLMs while keeping sensitive data secure. The Private AI Approach: How it Works Private AI uses cutting-edge ML models that identify PII based on context, similar to how the human brain does. Their models are capable of detecting over 50 different types of direct and quasi-identifiers in 52 different languages, with more entity types and languages added with every new release. Their models are actively worked on by a team of over 20 linguists, data annotators, and privacy experts, who make informed decisions on what is and is not considered PII and actively refine their models to align with evolving global privacy regulations. Private AI is deployed via a self-hosted container and accessed using a REST API. Unlike third-party cloud APIs, no customer data is ever transmitted to Private AI. The container comes in two versions: a CPU version that can run on any x86 CPU, and a GPU version for real-time or large-throughput deployments. Both versions rely on Private AI’s Neural Network optimization IP and operate 25 times faster than open-source reference models. Private AI can also generate synthetic PII to replace any PII found in the input data. Powered by their proprietary generative models, the synthetic PII generation system replaces PII with entities that fit the surrounding context. This method has numerous benefits, including: 1. Preserving downstream model training integrity (e.g., sentiment analysis, NER). 2. Decreasing re-identification risk: if any personal data is missed, distinguishing between original and synthetic data is nearly impossible. Get started today Try the text web demo: http://demo.private-ai.com/ Try the file web demo: https://docs.private-ai.com/filewebdemo/ Try the PrivateGPT UI version: https://chat.private-ai.com Get a free API key: https://private-ai.com/api-key Get it on Azure: https://private-ai.com/azure Get it on AWS: https://private-ai.com/marketplace

Private AI Details
Discussions
Private AI Community
Languages Supported
Arabic, Bulgarian, Catalan, Czech, Danish, German, Greek, English, Persian, Finnish, French, Hebrew, Hindi, Croatian, Hungarian, Italian, Korean, Latvian, Lithuanian, Dutch, Norwegian, Polish, Portuguese, Romanian, Russian, Slovak, Slovenian, Spanish, Swedish, Tagalog, Turkish, Ukrainian
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Product Description

Private AI provides a range of cutting edge AI models that identify, redact, and/or replace PII within unstructured datasets with 99.5%+ accuracy across 50+ entities in 30+ languages, all without the use of 3rd party cloud providers or new infrastructure. Private AI runs on-premise so your data is never shared outside your environment

Seller Details
Seller
Private AI
Year Founded
2019
HQ Location
Toronto, CA
Twitter
@PrivateAI
LinkedIn® Page
www.linkedin.com
147 employees on LinkedIn®
JS
Overview Provided by:
John Stocks

Recent Private AI Reviews

Alicia D.
AD
Alicia D.Enterprise (> 1000 emp.)
5.0 out of 5
"Private-AI raises the bar on data protection"
Private-AI offers outstanding products and services that prioritize user privacy and data security. Their commitment to protecting sensitive inform...
Read more
Jennifer A.
JA
Jennifer A.Small-Business (50 or fewer emp.)
5.0 out of 5
"3. lines.of.code."
Let's start with the big things; accuracy, ease of use/implementation and instant anonymization of PII!!!
Read more
AM
Anish M.Mid-Market (51-1000 emp.)
4.0 out of 5
"Best software for businesses to preserve"
This software helps use to store our personal data such as images, videos text messages etc which is quite impressive from other AI and softwares. ...
Read more
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22 Private AI Reviews

4.6 out of 5
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Overall Review Sentiment for Private AIQuestion

Time to Implement
<1 day
>12 months
Return on Investment
<6 months
48+ months
Ease of Setup
0 (Difficult)
10 (Easy)
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Alicia D.
AD
Senior Manager, Compliance Reporting
Enterprise(> 1000 emp.)
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Review source: Organic
What do you like best about Private AI?

Private-AI offers outstanding products and services that prioritize user privacy and data security. Their commitment to protecting sensitive information while providing cutting-edge solutions is commendable.

Private-AI's products, such as their very own, ‘Private ChatGPT’, empower users to leverage advanced technologies without compromising their privacy, making them a trusted partner for individuals and businesses alike. With a focus on innovation and integrity, Private-AI sets a high standard in the industry, earning my enthusiastic recommendation. Review collected by and hosted on G2.com.

What do you dislike about Private AI?

I can't think of anything. I quite enjoy using Private-AI's very own Private ChatGPT. Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

Reduces risk of private information being shared Review collected by and hosted on G2.com.

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Jennifer A.
JA
Small-Business(50 or fewer emp.)
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Review source: Organic
What do you like best about Private AI?

Let's start with the big things; accuracy, ease of use/implementation and instant anonymization of PII!!! Review collected by and hosted on G2.com.

What do you dislike about Private AI?

That I didn't event this myself. It is an elegant and simple solution that does exactly what is supposed to do. Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

PrivacyAI enables any organization to become a privacy first organization. Review collected by and hosted on G2.com.

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Parvej K.
PK
SDE
Mid-Market(51-1000 emp.)
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Review source: G2 invite
Incentivized Review
What do you like best about Private AI?

Ethical Considerations, Compliance with Regulations, Trust and Transparency, Data Privacy, Confidentiality

It's important to note that the concept of private AI is continuously evolving, and various techniques and approaches are being developed to address privacy concerns while still enabling the benefits of AI. Review collected by and hosted on G2.com.

What do you dislike about Private AI?

Limited access to data, Trade-off between, privacy and utility, Complexity and computational, requirements Potential for misuse It's worth noting that these concerns are not necessarily inherent to private AI itself but rather challenges that need to be addressed in the development and deployment of personal AI systems. Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

Protecting sensitive data: Private AI helps safeguard sensitive data by implementing techniques such as differential privacy, federated learning, and secure multi-party computation. These methods allow data to remain private and secure while enabling the training of AI models. By preventing unauthorized access to personal information, Private AI enhances data protection and minimizes the risk of privacy breaches.

Preserving individual privacy: Private AI ensures that individual privacy is respected by enabling data owners to contribute their information for AI applications without revealing personal details. Techniques like federated learning allow training models on decentralized data, ensuring that sensitive information remains on users' devices. This protects personal privacy and reduces concerns about data misuse.

Promoting ethical AI practices: Privacy is an integral part of ethical AI. Private AI fosters responsible and ethical AI practices by providing mechanisms to incorporate privacy protection into AI systems. It encourages transparency, fairness, and accountability while ensuring that AI applications are aligned with privacy regulations and guidelines.

Encouraging data sharing and collaboration: Data sharing is crucial for advancing AI research and applications. Private AI facilitates secure data sharing and collaboration between organizations without exposing sensitive information. By enabling secure collaborations, Private AI encourages the pooling of knowledge and resources, leading to improved AI models and advancements in various domains.

Building trust and user adoption: Privacy concerns can hinder user trust and adoption of AI technologies. Private AI addresses these concerns by prioritizing privacy protection. When users feel confident that their data is secure and their privacy is respected, they are more likely to embrace AI solutions, leading to wider adoption and utilization of AI-driven technologies. Review collected by and hosted on G2.com.

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Amruta P.
AP
Frontend Web Developer
Small-Business(50 or fewer emp.)
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Review source: G2 invite
Incentivized Review
What do you like best about Private AI?

There are several aspects of Private AI which I like. They are:

Privacy Protection

Ethical Considerations

Data Ownership and Control

Collaborative Learning

Versatility and Utility Review collected by and hosted on G2.com.

What do you dislike about Private AI?

As Private AI has advantages, It has a few disadvantages too. They are:

- Balancing privacy and performance can be complex, and achieving optimal results may require careful optimization and trade-offs.

- It limits its accessibility for organizations and individuals lacking the necessary expertise.

- It limits direct access to individual-level data.

- It emphasizes privacy; it's crucial to consider security. Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

One of the key problems that Private AI aims to solve is the privacy protection. It helps to build trust and confidence in AI systems. It also allows data analysis without exposing the raw data ensuring that sensitive information remains protected. It also recongnizes the importance of data ownership and control.It promotes trust, confidentialit, and ethical use of data,leading to enhanced privacy protection, more secure collaborations, and responsible for AI devlopment. Review collected by and hosted on G2.com.

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AMAN S.
AS
Mid-Market(51-1000 emp.)
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Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Private AI?

The private ai is very useful in personal privacy of the people's because now days our personal data is very precious thing in it world it easily protect our data from hackers and all. Review collected by and hosted on G2.com.

What do you dislike about Private AI?

The dislike about this product is that if it is hacked our whole data is unprotected and all the data socialize which is very bad for a person and also there is some glitch in its site . Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

It solve my various problems like it is protect from all scammers and hackkers who stole our data and it also provide full privacy for our data and it is easy to use to new user. Review collected by and hosted on G2.com.

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Gener C.
GC
R2R Process Specialist
Mid-Market(51-1000 emp.)
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Verified Current User
Review source: G2 invite
Incentivized Review
What do you like best about Private AI?

Data Privacy: Private AI focuses on protecting sensitive user data. By employing techniques such as federated learning or differential privacy, it allows organizations to train AI models without directly accessing or exposing individual data. This enhances privacy and reduces the risk of data breaches or unauthorized access. Review collected by and hosted on G2.com.

What do you dislike about Private AI?

It's quite pricey but that's knit-picking because of the amazing things that this can do on your data. Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

Confidentiality: Private AI ensures that personal or confidential information remains secure during data processing. It enables individuals and organizations to share data for analysis or collaboration while preserving the privacy of sensitive information. Review collected by and hosted on G2.com.

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AM
Executive Manager
Mid-Market(51-1000 emp.)
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Validated Reviewer
Review source: G2 invite
Incentivized Review
What do you like best about Private AI?

This software helps use to store our personal data such as images, videos text messages etc which is quite impressive from other AI and softwares. Even with lots of competition and competitors this software has every features that should be available on any software. Review collected by and hosted on G2.com.

What do you dislike about Private AI?

This software helps us to create privacy for our data even our personal data which can be texts, images videos etc. This allows our businesses to use the privacy with our database. Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

By designing our principals we can implement this software for our use as privacy. This software has helped use in many activities such as creating anonymizing and minimizing the collection of data. Review collected by and hosted on G2.com.

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Prasanth V.
PV
System Engineer
Information Technology and Services
Mid-Market(51-1000 emp.)
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Review source: G2 invite
Incentivized Review
What do you like best about Private AI?

Private AI emphasizes the need for secure infrastructure to protect AI systems from unauthorized access, data breaches, or other security threats. Robust security measures, including encryption, access controls, and secure communication protocols, are implemented to safeguard the data and models involved in AI processes. Review collected by and hosted on G2.com.

What do you dislike about Private AI?

Privacy-preserving techniques used in Private AI can introduce new security risks. Adversarial attacks, where malicious actors try to exploit vulnerabilities in the privacy-enhancing methods, could compromise the confidentiality of sensitive data or undermine the integrity of AI models. Ensuring robust security measures becomes crucial in order to mitigate such risks. Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

Private AI is solving several problems related to privacy and data protection in the field of artificial intelligence. Here are some key problems that Private AI addresses and the resulting benefits Review collected by and hosted on G2.com.

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Omkar P.
OP
Senior Software Engineer
Mid-Market(51-1000 emp.)
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Business partner of the seller or seller's competitor, not included in G2 scores.
What do you like best about Private AI?

Artificial intelligence is the future and growth to humans in perspective to enrich fine experience using private AI .it is revolution to an technology an Private AI has all its components well defined. Review collected by and hosted on G2.com.

What do you dislike about Private AI?

Mostly nothing but what I think more about the increasing demand in user interface which can be improved as time passes and betterment for non technical gigs to interact with it. Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

Private AI is helping me in various aspects very it be my day to day work or office space .its been making a big difference in my personal life as well . All thanks to it . Review collected by and hosted on G2.com.

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Verified User in Computer Software
AC
Small-Business(50 or fewer emp.)
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Verified Current User
Review source: Organic
(Original )Information
What do you like best about Private AI?

I'm so happy that I found PrivateAI, it's difficult to find a highlight because there are so many:

Accuracy

I tested a few other solutions like spaCy and Google DLP but the comparison is not even close. Private AI was able to detect difficult cases like lowercased names which other tools have great difficulties with.

Design

PrivateAI ships as a docker container which you can easily set up in your own cluster, no need to send your data to a third party. Such a setup is IMHO a perfect fit and a must for privacy-focused developer tools!

Languages

They support 30+ languages and all of them with the best accuracy out of all tested tools. The multilingual model they offer was better than language-specific models from spaCy.

Support

Stellar support with quick reaction times and amazing team Review collected by and hosted on G2.com.

What do you dislike about Private AI?

No complaints as long as they keep on adding new languages and awesome features! Review collected by and hosted on G2.com.

Recommendations to others considering Private AI:

Try the interactive web demo on their page and see if it works on your data! Review collected by and hosted on G2.com.

What problems is Private AI solving and how is that benefiting you?

They remove personally identifiable information (PII) from text comments which allows us to help our clients stay GDPR compliant when analyzing customer feedback through our cloud-based SaaS Review collected by and hosted on G2.com.

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