Will my data be used to train any Large Language Models?
No, At eDiscovery AI we only use private LLMs and would never use client data for training models. Additionally, we never send data to any third parties so we can ensure your data is secure. Click here for more information about privacy and security at eDiscovery AI.
How does eDiscovery AI ensure data security and privacy?
eDiscovery AI employs robust encryption methods and can only be accessed via a pre-approved, whitelisted IP address. Additionally, eDiscovery AI is exempt from all third party monitoring and access assuring complete privacy and security. Download our security whitepaper and read more about our commitment to privacy and data security.
How is my data stored within eDiscovery AI?
eDiscovery AI does not store client data. All data sent to eDiscovery AI for review is deleted immediately once it has completed processing. eDiscovery AI work product is stored for 24 hours before being deleted but this setting can be customized if needed. Learn more about data storage and retention here.
Can data reviewed by eDiscovery AI be restricted to a certain geography?
Yes, prior to the start of a review eDiscovery AI can coordinate processing to be limited to a certain region or country. Check out all the details here.
What is the data flow from Relativity to eDiscovery AI?
Data is sent from Relativity to a secure, private Azure instance where it is processed by eDiscovery AI. Once documents are processed the work product is mapped back into Relativity and stored in the appropriate fields and objects. More detail on the data flow is available here.
Review Considerations
Is it defensible to use AI in document review?
Absolutely. Lawyers have been using computers to make document classifications for over a decade. It has been used on thousands of cases without a single successful challenge. Read our blog post to see an in-depth discussion about defensibility. To learn how to apply to this to your case directly in Relativity, check out our validation help section.
How much does it cost?
Book a demo and we would be happy to discuss in more detail.
Why would I use AI in electronic document review?
The reason why AI review is going to take over eDiscovery is because it is significantly better than humans in just about every aspect of document classification. It is far more accurate than human review. We are seeing AI identify over 90% of relevant documents in nearly all cases. It is far less expensive than human review. It is significantly faster than human review. Check out a full discussion of the benefits of eDiscovery AI for document review.
Can eDiscovery AI review audio?
eDiscovery AI can summarize and classify audio files just as we do with text. Check out our full breakdown of audio review.
Can eDiscovery AI review images?
eDiscovery AI can summarize and classify image files just as we do with text.
How does AI review deal with foreign language documents?
eDiscovery AI doesn’t care what language the documents are in. It will read the documents, provide you with accurate classifications based on prompts in any language, and will provide summaries and explanations in any language. Click here for a full discussion on foreign language review here.
Can I use TAR with AI?
Absolutely, our favorite workflow is a combination of AI review with Continuous Active Learning.
Can eDiscovery AI understand the context of content when making classifications?
Yes. Unlike traditional predictive coding tools, AI does an incredible job understanding context of language. When someone replies with “I agree” the AI understand what they are agreeing with. It also understands sentiment and tone of the speaker. We have a full discussion about how context is used in to make classifications here.
Does eDiscovery AI work with short messages?
Yes, The difficulty with short messages are usually caused by spelling errors and the use of slang or abbreviations. These are things that AI excels at. As long as a reasonable person would understand what is being said, eDiscovery AI will be able to properly classify the short messages. Read our full description on how to review short messages with eDiscovery AI.
Can I track the progress of my eDiscovery AI review?
Yes, using the eDiscovery AI Request page you can view the status of each submission to eDiscovery AI. Click here for more information on tracking the progress of eDiscovery AI submissions.
What kind of recall and precision can I expect with AI?
We can usually get over 95% recall on most issues. While 90%+ precision is not difficult, we have been seeing in most real cases that people prefer to lean towards over-inclusiveness so in real-life matters it’s more common to see precision in the 70s or 80s. For more information about metrics, check out our validation help article.
I have heard AI is prone to hallucination. How can we rely on this type of technology?
It is true that AI can hallucinate from time to time, but with proper validation this is not an issue. Hallucination is most commonly an issue when you are generating content with AI. It is not much of a problem with classification. The result would be merely an incorrect classification. So if AI makes a categorization error 5% of the time, but a human makes a categorization error 25% of the time, would you tell me you are concerned about humans hallucinating? This is why we TRUST BUT VERIFY. Any time you are using a computer to assist your review, you must properly validate the results. As we have worked on over a thousand cases using computer assisted review, we know exactly what process we need to do to ensure a defensible result. If you want to see what steps are required to make a review defensible. Check out our help article on validation as well as our blog post about defensibility. We have a full breakdown of what you need to know about hallucinations here.
Technical Questions
Is eDiscovery AI compatible with Relativity?
Yes, eDiscovery AI is compatible with both Relativity One and Relativity Server. For more information about using the eDiscovery AI plugin for Relativity check out our help articles here.
How long does it take to review documents with eDiscovery AI?
eDiscovery AI can review about 500 documents per minute and processing speed is constantly increasing. For more information, review our Processing documentation here.
Can I use eDiscovery AI without Relativity?
Yes, eDiscovery AI is available for use via direct connection to our API or via secure FTP transfer. Contact your eDiscovery AI representative to discuss more details. We have a detailed description of how to connect directly to our API here.
Is there a limit to the number of documents eDiscovery AI can process?
No, eDiscovery AI is designed to scale, allowing you to process from hundreds to millions of documents efficiently, depending on your case needs and requirements. Our processing discussion provides additional information and important considerations.
The Advantages of AI in Electronic Document Review In recent years, the legal industry has witnessed a dramatic shift in the way electronic documents are reviewed and classified. At the forefront of this transformation is Artificial Intelligence ...
How eDiscovery AI Handles Short Messages Short messages like texts, instant messages, and social media posts are increasingly common in eDiscovery and they can present some unique challenges compared to more traditional data types. eDiscovery AI is ...
eDiscovery is full of jargon and acronyms, hopefully this glossary helps to make some sense of this terminology. Active Learning A machine learning approach where the AI system continuously learns and improves from user inputs during the document ...
Ensuring Reliability: Addressing AI Hallucination Concerns While AI hallucination is a known phenomenon, it's important to understand its impact and how eDiscovery AI mitigates these concerns. 1. Understanding AI Hallucination Hallucination: ...
How Data Moves from Relativity to eDiscovery AI When you use eDiscovery AI with Relativity, here's a simplified explanation of how your data is handled: 1) Sending Data: a) Relativity securely sends your data to eDiscovery AI via API. b) This happens ...