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How To Reduce Noise in Early Case Assessment

By Hanzo Team 4 min read
illustration of digital data filtered through a funnel

Early Case Assessment (ECA) helps legal teams evaluate the facts, identify potential risks, and develop a discovery strategy before significant resources are committed. The sooner you understand how to reduce noise in Early Case Assessment and separate relevant information from irrelevant data, the faster you can make informed decisions about everything from compliance to pending litigation.

The challenge is that organizations now generate enormous amounts of data across numerous collaboration platforms. Much of that information has little or no value to a specific matter, but there is always risk associated with deleting anything. With Hanzo Illuminate, your organization can store all of your data across platforms and easily filter through it to find what you need.

What Is Noise in ECA?

Noise refers to data that is collected or reviewed even though it has little relevance to the legal matter. This can include duplicate files, outdated documents, unrelated conversations, automated notifications, or communications that fall outside the relevant time period.

Noise is not necessarily bad data, but it is not relevant to the case at hand and can distract your compliance team from completing its task. The larger your review set becomes, the more difficult it is to identify meaningful information quickly. Reducing noise in ECA does not mean that you simply collect less data. Instead, it means using a defensible process to identify what is relevant before review begins.

Start With a Clear Scope

One of the most effective ways to reduce noise in ECA is to define the scope of your matter before collecting data. Identify the issues in dispute, the relevant time period, the departments involved, and the communication platforms employees used during that period. By narrowing your scope up front, you will be able to reduce the noise that may distract you during your search.

Understand Where Your Data Lives

Modern organizations rarely store information in one place. Every organization is different, but you could have data across multiple channels like email, Slack, Discord, and other platforms. If you do not understand where your data resides, you are more likely to collect everything instead of reducing noise during the ECA process.

Use Filters Before Review Begins

It is also a good idea to filter out irrelevant data to reduce noise before the ECA begins. When you have a modern tool such as Hanzo Illuminate, you can apply filters to everything from date ranges to keywords to help you limit the scope of your search. The goal is not to exclude relevant evidence. It is to remove obvious distractions so reviewers can focus on meaningful information.

Preserve Context While Reducing Volume

A single chat message may reference a shared document or link to another conversation, so it is important to preserve everything within its context even when you are limiting the scope of your review. If those connections disappear during collection, reviewers may misunderstand the communication.

Your ECA process should preserve relationships between conversations, documents, and linked content while still reducing unnecessary data.

Learn How Hanzo Illuminate Helps Reduce Noise in ECA

Managing today’s collaboration data requires more than traditional eDiscovery tools. When you are preserving documents for litigation, you will need to compile data and communications across numerous platforms in order to fully comply.

Hanzo Illuminate helps legal teams understand how to reduce noise in Early Case Assessment by creating a comprehensive data map that identifies where relevant information exists across the organization. Instead of searching each platform separately, your team can view collaboration data in a unified environment.

Illuminate also preserves the relationships between chats, linked documents, and other connected content. This allows reviewers to understand communications in context while filtering out irrelevant material before review begins. Contact a Hanzo representative today to learn how Illuminate could reduce the noise during eDiscovery for your organization.

Hanzo Team
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