info@proxiio.com Relativity Login

×

March 11, 2024

The Proxiio Advantage: Leveraging Relativity Active Learning and Human Ingenuity

Card image

Proxiio’s partnership with Relativity provides access to many technology-assisted review tools that are incorporated into the RelativityOne platform. One of the most widely used tools, Active Learning, serves as a technology-aided solution designed to efficiently analyze large datasets and predict the documents likely to be relevant for the review.

Using guidelines and requirements shared by the client counsel, Proxiio review managers identify the reviewers with highest level of experience and subject-matter expertise based on the facts of the case. They then  design a workflow to derive the most value from Active Learning.


Identifying Relevant Documents Quickly

When case requirements demand relevant or key documents be identified quickly from large data sets to meet production timelines or prepare for trial, Proxiio utilizes the “Prioritized Review” queue to accelerate the learning model and ensure that the most relevant documents are identified first.


Optimizing Review Time and Cost

Active Learning enables us to significantly cut down on review expenses and streamline the time needed to finalize the review in accordance with counsel directives. We utilize our proficiency in crafting workflows that decrease the necessity for human document review by as much as 75%, all while instituting safeguards to maintain uncompromised quality.


Efficient Management of Rolling Collection and Productions

When dealing with numerous custodians and data sources, creating a review workflow that efficiently handles the review and production of documents in several iterations can present complexities. Using the Active Learning “Coverage Review” queue allows us to design a workflow that ensures new documents are seamlessly added to review queues and processed for production.

 

Improving Quality and Accuracy

We utilize multiple Active Learning models for a project to ensure documents processed by our review team not only meet the relevance criteria, but also are appropriately flagged for Privilege, Confidentiality, and other parameters. We also ensure any documents scored highly by the model for a particular parameter receive a QC check, minimizing the chances of human error.  


Latest Posts

Card image

Our Insights Featured in Attorney at Work: How LLMs and Generative AI Can Transform Legal Services

June 20, 2024

An insightful article titled "How LLMs and Generative AI Can Transform Legal Services," by Nasir Ali from our Litigation and Investigations team has been published in the leading legal technology publication Attorney at Work.The article delves into the transformative potential ...

Card image

The role of Compliance and Regulation in Contract Management

March 12, 2025

IntroductionContracts form the backbone of critical business relationships — vendor agreements, client partnerships, employee contracts, and more. Effective contract management not only streamlines business operations but also mitigates risks related to non-compliance, which can lead to financial penalties, legal battles, ...

Card image

Delivering Excellence: A Deep Dive into Proxiio's Legal Expertise

April 15, 2024

In today’s complex global legal landscape, having a dedicated and experienced team behind you can make a difference in the results your organization achieves. At Proxiio, we take pride in our exceptional legal team, who bring a wealth of qualifications, ...

Card image

The Vital Role of Quality Control, Assurance, and Validation in eDiscovery

March 04, 2025

The Vital Role of Quality Control, Assurance, and Validation in eDiscoveryeDiscovery involves collecting, reviewing, and analyzing digital data for legal purposes, a cornerstone of modern legal practice. As legal cases increasingly rely on electronic evidence, ensuring the integrity, accuracy, and ...

Card image

Simplifying the DSAR Process through New Requirements and Regulations

March 12, 2024

In today’s emerging digital age, collecting customers’ personally identifiable information (PII) is part and parcel of running a business. As data collection technologies evolve, so do regulations designed to protect a consumer’s personal information. One such regulation is the Data ...

Card image

Emerging Trends in DSAR Handling

March 05, 2025

The Complexity of Managing DSARsHandling Data Subject Access Requests (DSARs) is a complex, resource-intensive process for organizations. The traditional approach of manually searching multiple data systems, verifying requester identities, and ensuring compliance with regulations like the GDPR is not only ...