Category Archives: law firm

May 7, 2024 · 9:28 AM

Index and Search In-Place Workflows Are Essential for Information Governance

By John Patzakis and Charles Meier

Information Governance

Accurate pre-collection data insight is a game-changing capability that enables organizations and their legal teams to determine the scope, volume, and content of electronic information before the very disruptive and expensive step of collecting the data. This insight is enabled through distributed index and search in-place technology.

A true distributed index and search in-place capability for unstructured data requires a software-based indexing technology be deployed directly onto fileservers, laptops, or in the cloud to address Microsoft 365 and other cloud-based data sources. This indexing occurs where the data sources reside without requiring a bulk transfer of the data to a central location. Once indexed, searches can be performed in seconds, supporting complex Boolean operators, metadata filters and regular expressions. Searches can be iterated and refined without limitation, which is critical for large data sets.

While our previous blog post addressed the critical importance of this capability in eDiscovery matters, it is equally essential in information governance projects such as PII audits, the purging of redundant, obsolete or trivial (ROT) data, and due diligence and data separation efforts in support of corporate mergers and acquisitions. Many X1 customers have recently employed our indexing in-place technology on such projects with remarkable success.

Incredibly, many of these customers also received alternative proposals that leverage traditional eDiscovery workflows presenting much higher estimated costs and much longer durations. Traditional eDiscovery workflows mandate broad and manual data collection, copying and migration efforts, large scale data processing, and loading the data into a different platform for review and analysis. There are three fundamental reasons why this “traditional approach” is fatally flawed for information governance projects.

  1. Prohibitive Cost and Risk. The data scope of information governance projects involves terabytes and sometimes petabytes of data. Mass collection, copying and migration of these data sets with manual hand-offs for later analysis in a centralized location is extremely expensive, disruptive, and time consuming. Also, mass duplication and egress of enterprise data under control to execute ROT, PII, data separation or other due diligence projects is completely antithetical to their very purpose.
  2. The “Now What?” Problem. Let’s assume an organization has decided to incur the enormous cost, disruption and risk associated with the mass copying, migration, and centralization of unstructured data, and after loading the data into a review process, a key subset of documents and emails are finally identified for purging or other remedial action. Now what? You are merely working with copies! The live “original” emails and documents are in M365, email accounts, file servers or on laptops. It is possible to manually retrace and remediate, but that process is expensive and disruptive.
  3. Instant Staleness. Finally, a mass copying and migration effort often requiring several weeks to complete, is immediately stale once eventually completed as the live data in its original location has inevitably changed.

X1 solves these challenges though our proprietary and patented distributed index and search in-place technology that enables scale by bringing true distributed indexing in-place to laptops, file shares, M365 and other cloud sources. X1 Enterprise Collect significantly streamlines information governance workflows by identifying and allowing for the remediation of targeted data in-place, thereby eliminating the need for expensive and cumbersome data duplication and migration.

For a demonstration of the X1 Enterprise Collect Platform, contact us at sales@x1.com. For more details on this innovative solution, please visit www.x1.com/x1-enterprise-collect-platform.

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Filed under Cloud Data, compliance, Corporations, eDiscovery, eDiscovery & Compliance, Enterprise eDiscovery, ESI, Information Governance, law firm, Preservation & Collection

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April 23, 2024 · 10:04 AM

Index-In-Place eDiscovery Tech is in High Demand, but Beware of False Vendor Claims

By John Patzakis

Proportionality-based eDiscovery is a goal that all in-house corporate legal teams want to attain. Under Federal Rule of Civil Procedure 26(b)(1), parties may discover any non-privileged material that is relevant to any party’s claim or defense and proportional to the needs of the case. However, most core eDiscovery costs (outside of attorney review) stem from over-collection of electronically stored information (ESI), and over-collection thwarts the ability to attain proportionality. Law firm Nelson Mullins notes that “over preservation tends to have its own costs relating to storage of large amounts of electronically stored information (ESI) and the resources needed to manage it; leads to increased downstream e-discovery costs associated with collection, processing, and review.”

This is why accurate pre-collection data insight is a game-changing capability that enables counsel to set reasonable discovery limits and ultimately process, host, review and produce much less ESI. Counsel can further use pre-collection proportionality analysis to gather key information, develop a litigation budget, and better manage litigation deadlines. Such insights can also foster cooperation by informing the parties early in the process about where relevant ESI is located, and what keywords and other search parameters can identify and pinpoint relevant ESI.

And the means to enable this capability is distributed index and search in-place technology. Indexing and search in-place in this context means that a software-based indexing technology is deployed directly onto fileservers, laptops, or in the cloud to address cloud-based data sources. This indexing occurs without a bulk transfer of the data to a central location. Once indexed, the searches are performed in a few seconds, with complex Boolean operators, metadata filters and regular expression searches. The searches can be iterated and repeated without limitation, which is critical for large data sets.

However, with this capability being highly valued, many vendors have parroted this messaging, but have offerings that do not qualify as true index-in-place. True distributed index-in-place means that the search indexes are forward-deployed, and are actually installed on the target laptop, Mac computer, fileserver or into the cloud near where the target cloud data sources exist. Transferring data in bulk to a central appliance or server farm via a collector agent or Robocopy function does not qualify. A true index-in-place capability uniquely enables scalability, targeted collection and also minimizes security and data governance risks in eDiscovery and information governance matters.

Conversely, a process requiring massive data copying, migration and centralization does not scale and creates significant data, governance and privacy issues by needlessly duplicating data. For instance, if a matter requires that 10 terabytes be scanned to determine if relevant ESI exists within that data corpus, and the eDiscovery collection platform being used has no index-in-place capability, then all 10 terabytes must be copied and transferred to the tool for indexing and analysis. These limitations stem from tool vendors simply utilizing open source indexing platforms like Lucene or Elastic Search that are not forward-deployable and must reside in centralized locations with a very large amount of computing resources to make them viable for the type of data and data volumes typically seen in discovery and information governance matters.

This is why X1 leverages proprietary and patented index and search technology that is readily forward deployable and thus can scale and allow true distributed indexing in-place. X1 Enterprise Collect significantly streamlines the eDiscovery workflow with integrated culling and deduplication, thereby eliminating the need for expensive and cumbersome ESI processing tools. That way, the ESI can be populated straight into Relativity from an X1 collection without multiple hand offs, extensive project management and inefficient data processing.

The ability to directly and transparently collect data from custodian laptops, desktops, Microsoft 365 and other cloud sources into a RelativityOne/Relativity workspace is a game-changer that enables attorneys to begin review in hours rather than weeks.

For a demonstration of the X1 Enterprise Collect Platform, contact us at sales@x1.com. For more details on this innovative solution, please visit www.x1.com/x1-enterprise-collect-platform.

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Filed under Best Practices, Cloud Data, Corporations, ECA, eDiscovery, Enterprise eDiscovery, ESI, law firm, Preservation & Collection, proportionality

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March 13, 2024 · 2:06 PM

Microsoft 365 Modern Attachments Pose Significant eDiscovery Challenges and Risk

By John Patzakis

In their excellent publication, 2023 eDiscovery Case Law in Review, Winston and Strawn, LLP, one of the top law firms in the US, highlights the challenges legal and eDiscovery professionals face with modern attachments. Modern attachments, also known as hyperlinks, are URL pointers that link to files or emails stored in another location. They are commonly found in Microsoft 365 Mail and Teams.

Winston and Strawn reports that “[r]equesting parties are increasingly sophisticated about this issue given the proliferation of Microsoft 365…and thus we have noted an uptick in requesting parties demanding that linked attachments be produced along with transmittal emails—in essence demanding that traditional email families be assembled from these pieces.” In re StubHub Refund Litig., 2023 WL 3092972 (N.D. Cal. April 25, 2023) is a case cited by the authors as a recent decision requiring the production of modern attachments in discovery.

The one area I disagree with in the report is its view that without investing in expensive services and Microsoft Premium licensing it may be very challenging and burdensome to identify and collect modern attachments. If you rely on Microsoft Purview for eDiscovery compliance and information governance, you must upgrade to expensive premium licensing that can add up to tens of millions of dollars in additional expense for larger enterprises. And even then, there are significant throughput and defensibility challenges.

eDiscovery service providers have stepped into the mix to provide manual services to address MS 365 challenges. But throwing services at the problem is disruptive, inefficient, and expensive as well.

X1 provides a different approach. X1 Enterprise Collect provides full support for modern attachments in MS Mail and in Teams. X1 is the only solution we and our partners are aware of that supports the search and collection of modern attachments in MS 365 without the need for a Premium (E5) license or additional manual services. This is because X1 Enterprise Collect does not operate by simply making bulk calls to the MS Graph API, like most eDiscovery tools, which also require a premium license to collect the key data such as modern attachments. X1 employs a targeted, custodian-based approach that minimizes 365 API calls, and does not rely on the MS Search Index, which has been demonstrated to be untrustworthy and with limited throughput. X1’s approach enables a very scalable, defensible, and robust data collection at speeds 10x that of other approaches.

The X1 Enterprise Collect Platform is available now from X1 and its global channel network in the cloud and on-premise. For a demonstration of the X1 Enterprise Collect Platform, contact us at sales@x1.com. For more details on this innovative solution, please visit www.x1.com/x1-enterprise-collect-platform.

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Filed under Best Practices, Case Law, Cloud Data, Corporations, eDiscovery, Enterprise eDiscovery, ESI, law firm, MS Teams, OneDrive

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September 21, 2023 · 2:04 PM

An Estimated 500,000 Litigation Matters Involved Social Media Evidence in the Past 12 Months

By John Patzakis

As we have mentioned many times, nearly every litigation matter involves social media evidence. If your case does not feature such important evidence, it is likely because you are not looking for it. By analogy, Taylor Swift’s music is all around us, but you won’t hear it unless you tune into it on the radio or your streaming music site of choice. Similarly, you have put some effort to tune into the torrential rivers of social media evidence.

To illustrate this point, we sought to identify some metrics reflecting the ubiquity of social media evidence in litigation matters. While this is an inexact science, we searched online legal databases of state and federal court decisions across the United States to identify the number of cases from the past twelve months where evidence from social networking sites played a significant role. The search was limited to five social networking sites: Facebook, LinkedIn, X/Twitter, Instagram, YouTube and TikTok for the period September 1, 2022, through August 31, 2023. The preliminary result was 5,623 cases. However, according to UCLA Law, less than 1 percent of litigation matters result or otherwise generate a published opinion, noting that “less than half of intermediate appellate opinions tend to be published. State trial court opinions are never published, and only a tiny fraction of federal trial (district) court opinions are published.”

So, by extrapolating the percentages, we very conservatively estimated that the 5,623 cases represented 1 percent of all cases involving social media evidence, bringing the actual estimated number to 562,300. We then employed a sampling method to determine that about 10 percent of the results were merely situations where the social media company was a named party or de minimis mentions — defined as cases with merely cursory or passing mentions of social media, so we pared down the results to an even half million.

This survey is an important data point establishing the ubiquitous nature of social media evidence and the importance of best practices technology like X1 Social Discovery to “tune in” to this evidence by searching and collecting social media evidence for litigation and compliance requirements.

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Filed under Authentication, Best Practices, Case Law, eDiscovery, eDiscovery & Compliance, law firm, Preservation & Collection, Social Media Investigations, Social Media Metadata

August 30, 2023 · 12:52 PM

Best Evidence Rule Requires Post-Level Collection for Social Media Evidence

By John Patzakis

The Best Evidence Rule, as codified in Federal Rule of Evidence 1002, provides that an original writing, recording, or photograph is required to prove the contents of the document. This rule was formulated in a paper document dominated era, and aimed to prevent fraud and inaccuracies that could arise from secondary or duplicate evidence. However, the prevalence of electronically stored information (“ESI”) prompted exceptions to this rule when it comes to computer-generated evidence. Specifically, FRE 1001(d) was drafted to provide clarification for how ESI was to be treated under the Best Evidence Rule: “For electronically stored information, ‘original’ means any printout — or other output readable by sight — if it accurately reflects the information.”

FRE 1001(d) means that for most forms of ESI, including electronic documents, emails, digital photos, and video files, an exact copy of those items will suffice under the Best Evidence Rule. And because it is very easy to create an exact copy of electronic evidence (as any eDiscovery practitioner who has ever “de-duped” ESI can attest to), the Best Evidence Rule has been almost forgotten in the ESI era. However, it is very different when it comes to screen shots of social media posts. Because screen shots are truncated images of the full native social media posts, they are not exact copies of the original as defined under FRE 1001(d). In fact, given the unfortunately extensive but erroneous reliance on screenshots of social media evidence, The Best Evidence Rule could be cited far more frequently by opposing counsel seeking to contest the admission of such evidence.

A case out of the federal courts in Texas addressed this issue head on. Edwards v. Junior State of America Foundation, is a civil litigation matter involving the intentional destruction (spoliation) of social media evidence. The plaintiff had deleted his Facebook account resulting in lost evidence critical to the case. The court cited an affidavit submitted by an eDiscovery expert witness who noted that when X1 Social Discovery was used to collect from the Plaintiff’s Facebook account, key evidence that existed prior to the litigation was missing because it had been deleted by the Plaintiff prior to the X1 Social Discovery collection.

As a result of the spoliation established in large part by the X1 Social Discovery examination, the Court imposed severe evidentiary sanctions on the plaintiff, including the exclusion of evidence and claims related to the destroyed Facebook data, and adverse jury instructions.

The plaintiffs’ had sought to offer screenshots as evidence of the Facebook communications instead of the deleted native files. The court ruled that the metadata and full context of the native files were essential to satisfy the Best Evidence Rule. The court held that screenshots were not an output that accurately reflected the substance and context of the native file, since they could not show that the messages were authentic, nor could they “be used to prove that Harper sent the Facebook Messages contained in the screenshots.” Failure to produce the native files prejudiced the Defendants, in part, because it deprived them “of the ability to substantiate or refute the authenticity of the alleged messages.” In a key passage the court states:

“Here, the screenshots will not suffice as an ‘original’ because the screenshots are not an ‘output’ that accurately reflects the information. Only native files can ensure authenticity. Additionally, although the Best Evidence Rule allows for an original ‘photograph’ to prove the contents of the photograph, this does not mean that the screenshot here can be used to prove that Harper sent the Facebook Messages contained in the screenshots.”

Edwards demonstrates that the collection and preservation of full native social media posts is vital to both that evidence’s authentication and obtaining the full context and substance of the posts under the Best Evidence Rule. The court found that screenshots, which truncate social media posts and omit key metadata, do not suffice. As a result, attorneys should be aware that courts are unlikely to find that screenshots alone are sufficient to authenticate a social media post and will likely insist on the native files. To ensure this data is collected defensibly, attorneys should work with best practices software and methods to preserve and collect social media evidence and underlying metadata so that they can be properly authenticated and admitted in court.

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Filed under Best Practices, Case Law, Corporations, ECA, eDiscovery, ESI, law firm, Preservation & Collection, Social Media Investigations, Social Media Metadata

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