Improving Legal Outcomes with Advanced eDiscovery Software
Written by
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December 30, 2024

Written by Smokeball
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December 30, 2024

Written by Jordan Turk
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December 30, 2024

Electronic discovery (eDiscovery) is a crucial aspect of modern legal practice, driven by the rise of digital communications and devices. Advanced technologies like Technology Assisted Review (TAR), Machine Learning (ML), and Natural Language Processing (NLP) have revolutionized managing and analyzing electronically stored information (ESI).
The rise of digital collaboration tools such as Zoom, Microsoft Teams, and WhatsApp has surged, presenting challenges for legal professionals who need to collect information for discovery. However, it's important to note that these tools were not designed for eDiscovery due to the complexity of preserving, collecting, and analyzing this data. Modern legal teams are now using novel data types like multichannel conversations and audio/video conferencing services.
Smokeball has transformed how law firms manage and deliver case work by championing a comprehensive approach to improving outcomes — and leveraging cutting-edge technology. Our solutions enhance operational efficiency, enabling firms to better address client needs in today’s data-driven legal landscape. At Smokeball, we believe that AI can boost productivity by allowing law firms to prioritize the human elements of their practice throughout every stage of their cases.
"If you still believe that eDiscovery is just about technology, you are putting your practice at risk. ESI has created a more process-driven practice area than the law has ever seen."
— Brett Burney, NextPoint Law Group
What Is eDiscovery?
Electronic discovery is a process that involves locating, safeguarding, gathering, processing, examining, and producing electronically stored information for legal or regulatory inquiries. As the complexity of electronic data increases, eDiscovery has become an essential aspect of legal and regulatory adherence. This process uses various technologies and strategies, including data processing, analytics, review and coding tools, and secure document production and management systems.
Successful eDiscovery requires meticulous planning and execution, along with a thorough understanding of legal and regulatory requirements. The legal industry is undergoing a transformation due to eDiscovery automation, with advanced technologies like TAR, ML, and NLP enhancing efficiency and streamlined tasks. The eDiscovery process typically begins after a meet and confer session, with both parties having the right to decline certain information.

Types of Electronically Stored Information (ESI)
Electronically stored information covers a wide range of digital data that plays a vital role in the legal discovery process. Standard examples of ESI include emails, instant messages, text messages, social media updates, documents, spreadsheets, databases, as well as audio and video files. Additionally, this type of information can be found in applications, photos, recordings, call logs, social media interactions, and data from IoT devices.
ESI is stored across a range of electronic platforms, such as computers, servers, mobile devices, and cloud services. Understanding the various types of ESI and their storage methods is essential for efficiently managing and producing digital records when responding to legal or regulatory requests. The different forms of ESI can be found in various locations, influenced by factors like their volume, sensitivity, and accessibility needs.
eDiscovery Challenges for Law Firms
eDiscovery presents numerous legal and ethical challenges, particularly in privacy and data protection. Legal professionals must adhere to data protection regulations and implement robust security measures to protect sensitive information. The authenticity and admissibility of electronic evidence are crucial for maintaining credibility in legal proceedings.
The use of advanced technologies like TAR, ML, and NLP introduces ethical questions about transparency, bias, and fairness in decision-making processes. Legal professionals must be proactive in addressing these risks to maintain the integrity of the discovery process. As an ethical legal professional, you understand that protecting client data is vital — because any security breach could lead to legal issues and reputational damage.
Integrating eDiscovery automation tools into legal workflows requires careful planning and adjustment, as resistance to change and staff training can be time-consuming and resource-heavy. In the interconnected legal environment, managing cross-border data transfers and adhering to international data protection laws can be complex.
"By leveraging legal practice management software, small and midsize firms gain a powerful tool to address their eDiscovery challenges effectively. Our AI-powered solutions not only help lawyers move away from manual, inefficient processes but also integrate seamlessly with practice management solutions.”
Chelsey Lambert, VP of Partnerships at Smokeball

An Effective eDiscovery Strategy
Not adhering to proper eDiscovery protocols can lead to serious consequences, including court fines, penalties, financial losses, and dissatisfied clients. To ensure favorable legal results, it's important to refine your eDiscovery methods and develop a thorough strategy using the steps below:
- Identify stakeholders: eDiscovery is a collaborative effort that includes clients, staff, third-party agencies, and other key players. Designating a project leader and recognizing all stakeholders can simplify the process of making requests, issuing orders, and gathering necessary information.
- Communicate effectively: The pace of eDiscovery can be rapid, and deadlines may catch you off guard. Using a real-time communication platform is vital for preventing delays and maintaining workflow. Establishing a plan at the outset can help clear up any potential misunderstandings and ensure that resources are allocated in advance.
- Manage costs: The eDiscovery process can incur significant expenses, particularly when dealing with large amounts of data from various sources. Create a budget early in the process and strive to adhere to it as closely as possible. Be prepared to adjust the budget as necessary to avoid financial strain.
- Embrace professional development: The eDiscovery landscape is continually evolving with new best practices and standards. Seek out training and certification programs in eDiscovery to improve your knowledge and skills.
- Review and iterate Over Time: Your firm's eDiscovery procedures will evolve as new needs emerge and client demands shift. Regularly assess your processes to ensure your team remains aligned and effective.
- Use purpose-built eDiscovery software: Implementing a dedicated eDiscovery platform can modernize the entire process, centralizing efforts and improving security. A strong discovery platform not only saves time but also reduces the costs associated with eDiscovery management.
The Benefits of eDiscovery Software
eDiscovery software is crucial for organizations managing large volumes of electronic data for litigation or regulatory purposes. Despite appearing routine, it plays a critical role in modern legal settings due to the increasing volume of digital information, including emails, text messages, audio and video files, and blogs.
Several key advantages of eDiscovery automation include the following:
- Accurate data collection: eDiscovery tools automates the identification and collection of relevant electronic data, saving time and resources.
- Advanced control and oversight: eDiscovery software provides organizations with greater control over the discovery process, reducing the risk of errors and non-compliance.
- Enhanced data analysis: Advanced analytics and data visualization tools help identify patterns and insights in large volumes of electronic data.
- Greater security: eDiscovery solutions offer robust security features to ensure electronic data’s confidentiality and integrity.
- Lower costs: eDiscovery software automates manual tasks in data identification, collection, and review, reducing labor costs and errors.
- Improved collaboration: eDiscovery software enables multiple stakeholders to access and work with electronic data in a centralized platform, improving collaboration and communication.
- Increased access to justice: eDiscovery automation can make legal services more affordable and accessible to a broader range of clients.

Key Advanced eDiscovery Techniques
The hybrid work environment, characterized by fast, informal, and unstructured communication through platforms like Teams, Zoom, Slack, and mobile phones, is causing discovery headaches for legal professionals. As new data types enter court cases, corporate data is transforming the litigation process, making it difficult for organizations to protect their clients during disputes and investigations.
Advanced eDiscovery methods, such as text analytics, predictive coding, data mining, and computer-assisted review, enable law firms to navigate digital data more efficiently, offering cost savings, improved case preparation, more accurate reviews, and more.
- Computer/Technology-Assisted Review: CAR/TAR employs algorithms to categorize documents based on their relevance. Similar to predictive coding, it can greatly enhance the speed and accuracy of the review process.
- Extracting insights: Through data mining, it becomes possible to uncover patterns, trends, and connections within extensive data sets. In the context of eDiscovery, this approach can reveal relationships that might otherwise be overlooked, providing essential insights for case strategy.
- Predictive coding: This technique leverages a set of training data and employs machine learning algorithms to anticipate the relevance of various texts. It enables legal teams to focus their review efforts on the most critical documents when faced with a large volume of materials to assess.
- Text analytics: This technique involves analyzing text data to extract relevant information. By utilizing text analytics, legal teams can more easily identify key themes, individuals, locations, and other important elements within a dataset.
Each of these techniques carries unique legal implications. For example, the use of CAR and predictive coding may raise questions about the integrity of the eDiscovery process. It is vital for law firms to collaborate with eDiscovery vendors that utilize transparent and defensible methods to address these concerns.
Case Management vs. eDiscovery: Understanding the Key Differences
Case — or practice — management tools, such as Smokeball, are designed to help legal professionals organize and manage their entire practice efficiently. These platforms streamline tasks like document creation, client communication, time tracking, and billing, allowing firms to maintain comprehensive oversight of their cases from inception to resolution.
Tools like these also offer features tailored to the daily operations of law firms, enhancing productivity and collaboration among team members. In contrast, eDiscovery platforms focus specifically on the process of identifying, collecting, and reviewing electronic evidence for litigation. These are essential for managing large volumes of data, ensuring compliance with legal standards, and facilitating efficient document searches.
While both types of tools aim to support legal work, case management systems are broader in scope, covering various administrative tasks. On the other hand, eDiscovery platforms zero in on the complexities of legal evidence and data management. Understanding these distinctions helps firms choose the right solutions to meet their specific needs.
RELATED: Expect More from Your Legal Practice Management Software

Ethical and Evidentiary Risks of Storing eDiscovery Files in Case Management Systems
Storing eDiscovery files in case management systems can pose significant ethical and evidentiary risks for legal professionals. According to a 2023 report by the International Association of Privacy Professionals (IAPP), data breaches and unauthorized access are common, with incidents increasing by 25% in 2023. This is because eDiscovery materials often contain confidential client information and sensitive data. Failure to secure these files can lead to violations of ethical standards, as outlined by the American Bar Association.
Improper handling of eDiscovery files can also compromise the integrity of evidence, as per the Federal Rules of Civil Procedure. Improper handling can lead to challenges in court admissibility and potential sanctions for the firm. As legal technology evolves, firms must recognize these risks and implement best practices for secure and ethical eDiscovery management.
The Future of Legal Discovery
Over the past three decades, eDiscovery has become a crucial aspect of the legal landscape, but the sheer volume of electronic documents presents significant challenges for legal professionals seeking the right information — making eDiscovery software a vital tool. Thriving law firms now have access to reliable technological solutions that can enhance the eDiscovery process from beginning to end.
Whether they opt for a comprehensive all-in-one system or a more focused and user-friendly application, the right eDiscovery tools can streamline the discovery process, lower costs and risks, and boost the overall effectiveness of legal and regulatory compliance efforts.
Smokeball Can Help Optimize Legal Outcomes
Smokeball AI boosts efficiency by simplifying a range of tasks, including gathering information, drafting messages, and summarizing cases. Our AI-driven legal practice management software can significantly improve productivity for legal firms by automating and improving various eDiscovery processes. Automated data processing technologies and text analytics speed up the review process, reducing costs and improving the quality of legal work.
While we do not provide eDiscovery software, our legal practice management solutions are designed to streamline your workflow and enhance your efficiency. Smokeball can support you in gathering information, drafting messages, and summarizing cases, ensuring that you have the tools to navigate the complexities of your practice effectively.
Meet Archie: The Future of Legal Support
Smokeball AI is a powerful tool designed to simplify workflows in law firms by helping with various tasks such as gathering information, drafting letters, and summarizing cases. One of its standout features is the AI Matter Assistant, Archie, which provides real-time insights and answers. With Archie, legal professionals can easily draft client communications, quickly summarize cases, and utilize personalized intake forms.
Smokeball AI enhances communication, saves time, and increases productivity by condensing messages and correspondence. Archie also excels in managing cases, reviewing documents, composing correspondence, and drafting legal documents. Learn more about Archie.
Why choose Smokeball?
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