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Navigating the Legal Landscape: Best Practices for Implementing AI

By Anthony Johnson |

Navigating the Legal Landscape: Best Practices for Implementing AI

The following article was contributed by Anthony Johnson, CEO of the Johnson Firm and Stellium.

The ascent of AI in law firms has thrust the intricate web of complexities and legal issues surrounding their implementation into the spotlight. As law firms grapple with the delicate balance between innovation and ethical considerations, they are tasked with navigating the minefield of AI ethics, AI bias, and synthetic data. Nevertheless, within these formidable challenges, law firms are presented with a singular and unparalleled opportunity to shape the landscape of AI law, copyright ownership decisively, and AI human rights.

Conducting Due Diligence on AI Technologies

Law firms embarking on the integration of AI into their practices must commence with conducting comprehensive due diligence. This process entails a precise evaluation of the AI technology’s origins, development process, and the integrity of the data utilized for training. Safeguarding that the AI systems adopted must be meticulously developed with legally sourced and unbiased data sets. This measure is the linchpin in averting potential ethical or legal repercussions. It is especially paramount to be acutely mindful of the perils posed by AI bias and AI hallucination, both of which have the potential to undermine the fairness and credibility of legal outcomes.

Guidelines must decisively address the responsible use of AI, encompassing critical issues related to AI ethics, AI law, and copyright ownership. Furthermore, defining the scope of AI’s decision-making power within legal cases is essential to avert any over-reliance on automated processes. By setting these boundaries, law firms demonstrate compliance with existing legal standards and actively shape the development of new norms in the rapidly evolving realm of legal AI.

Training and Awareness Programs for Lawyers

Implementing AI tech in law firms isn’t just a technical challenge; it’s also a cultural shift. Regular training and awareness programs must be conducted to ensure responsible and effective use. These programs should focus on legal tech training, providing lawyers and legal staff with a deep understanding of AI capabilities and limitations. Addressing ethical AI use and the implications of AI on human rights in daily legal tasks is also required. Empowering legal teams with knowledge and tools will enhance their technological competence and drive positive change.

Risks and Ethical Considerations of Using AI in Legal Practices

Confidentiality and Data Privacy Concerns

The integration of AI within legal practices presents substantial risks concerning confidentiality and data privacy. Law firms entrusted with handling sensitive information must confront the stark reality that the deployment of AI technologies directly threatens client confidentiality if mishandled. AI systems’ insatiable appetite for large datasets during training lays bare the potential for exposing personal client data to unauthorized access or breaches. Without question, unwaveringly robust data protection measures must be enacted to safeguard trust and uphold the legal standards of confidentiality.

Intellectual Property and Copyright Issues

The pivotal role of AI in content generation has ignited intricate debates surrounding intellectual property rights and copyright ownership. As AI systems craft documents and materials, determining rightful ownership—be it the AI, the developer, or the law firm—emerges as a fiercely contested matter. This not only presents legal hurdles but also engenders profound ethical deliberations concerning the attribution and commercialization of AI-generated content within the legal domain.

Bias and Discrimination in AI Outputs

The critical risk looms large: the potential for AI to perpetuate or even exacerbate biases. AI systems, mere reflections of the data they are trained on, stand as monuments to the skewed training materials that breed discriminatory outcomes. This concern is especially poignant in legal practices, where the mandate for fair and impartial decisions reigns supreme. Addressing AI bias is not just important; it is imperative to prevent the unjust treatment of individuals based on flawed or biased AI assessments, thereby upholding the irrefutable principles of justice and equality in legal proceedings.

Worst Case Scenarios: The Legal Risks and Pitfalls of Misusing AI

Violations of Client Confidentiality

The most egregious risk lies in the potential violation of client confidentiality. Law firms that dare to integrate AI tools must guarantee that these systems are absolutely impervious to breaches that could compromise sensitive information. Without the most stringent security measures, AI dares to inadvertently leak client data, resulting in severe legal repercussions and the irrevocable loss of client trust. This scenario emphatically underscores the necessity for robust data protection protocols in all AI deployments.

Intellectual Property Issues

The misuse of AI inevitably leads to intricate intellectual property disputes. As AI systems possess the capability to generate legal documents and other intellectual outputs, the question of copyright ownership—whether it pertains to the AI, the law firm, or the original data providers—becomes a source of contention. Mismanagement in this domain can precipitate costly litigation, thrusting law firms into the task of navigating a labyrinth of AI law and copyright ownership issues. It is important that firms assertively delineate ownership rights in their AI deployment strategies to circumvent these potential pitfalls preemptively.

Ethical Breaches and Professional Misconduct

The reckless application of AI in legal practices invites ethical breaches and professional misconduct. Unmonitored AI systems presume to make decisions, potentially flouting the ethical standards decreed by legal authorities. The specter of AI bias looms large, capable of distorting decision-making in an unjust and discriminatory manner. Law firms must enforce stringent guidelines and conduct routine audits of their AI tools to uphold ethical compliance, thereby averting any semblance of professional misconduct that could mar their esteemed reputation and credibility.

Case Studies: Success and Cautionary Tales in AI Implementation

Successful AI Integrations in Law Firms

The legal industry has witnessed numerous triumphant AI integrations that have set the gold standard for technology adoption, unequivocally elevating efficiency and accuracy. Take, for example, a prominent U.S. law firm that fearlessly harnessed AI to automate document analysis for litigation cases, substantially reducing lawyers’ document review time while magnifying the precision of findings. Not only did this optimization revolutionize the workflow, but it also empowered attorneys to concentrate on more strategic tasks, thereby enhancing client service and firm profitability. In another case, an international law firm adopted AI-driven predictive analytics to forecast litigation outcomes. This tool provided unprecedented precision in advising clients on the feasibility of pursuing or settling cases, strengthening client trust and firm reputation. These examples highlight the transformative potential of AI when integrated into legal frameworks.

Conclusion

Integrating AI within the legal sector is an urgent reality that law firms cannot ignore. While the ascent of AI presents complex challenges, it also offers an unparalleled opportunity to shape AI law, copyright ownership, and AI human rights. To successfully implement AI in legal practices, due diligence on AI technologies, training programs for lawyers, and establishing clear guidelines and ethical standards are crucial. However, risks and moral considerations must be carefully addressed, such as confidentiality and data privacy concerns, intellectual property and copyright issues, and bias and discrimination in AI outputs. Failure to do so can lead to violations of client confidentiality and costly intellectual property disputes. By navigating these risks and pitfalls, law firms can harness the transformative power of AI while upholding legal standards and ensuring a fair and just legal system.

About the author

Anthony Johnson

Anthony Johnson

Commercial

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Slater and Gordon Secures Renewed £30M Financing with Harbour

By John Freund |

Slater and Gordon has announced the renewal of its committed financing facility with Harbour, securing an enhanced £30 million loan agreement that strengthens the firm’s financial position and supports its ongoing strategic plans.

According to Slater and Gordon, the facility replaces the previous arrangement and will run for at least three years, underscoring the depth of the relationship between the firm and Harbour, a long-standing provider of capital to law firms.

The renewed financing follows a £30 million equity raise earlier in 2025 and is intended to provide financing certainty as Slater and Gordon continues to invest across its core practice areas and enhance its client service offering. Chief executive Nils Stoesser highlighted the progress the business has made in recent years and said the renewed facility provides confidence as the firm pursues its longer-term strategic priorities.

Ellora MacPherson, Harbour’s managing director and chief investment officer, described the commitment as the next stage in a constructive and established partnership. She noted Harbour’s support for Slater and Gordon’s ambitions, particularly around improving service delivery and outcomes for clients.

Over the past two years, Slater and Gordon has focused on strengthening its family law, employment, and personal injury practices, while also expanding its capacity to handle large-scale group actions. The firm has also continued to invest in technology and operational improvements aimed at improving the overall client experience.

Litigation Finance Faces Regulatory, MSO, and Insurance Crossroads in 2026

By John Freund |

The litigation finance industry, now estimated at roughly $16.1 billion, is heading into 2026 amid growing uncertainty over regulation, capital structures, and its relationship with adjacent industries. After several years of rapid growth and heightened scrutiny, market participants are increasingly focused on how these pressures may reshape the sector.

Bloomberg Law identifies four central questions likely to define the industry’s near-term future. One of the most closely watched issues is whether federal regulation will finally materialize in a meaningful way. Legislative proposals have ranged from restricting foreign sovereign capital in U.S. litigation to taxing litigation finance returns. While several initiatives surfaced in 2025, political gridlock and election year dynamics raise doubts about whether comprehensive federal action will advance in the near term, leaving the industry operating within a patchwork of existing rules.

Another major development is the expansion of alternative investment structures, particularly the growing use of management services organizations. MSOs allow third party investors to own or finance non legal aspects of law firm operations, offering a potential pathway for deeper capital integration without directly violating attorney ownership rules. Interest in these models has increased among both litigation funders and large law firms, signaling a broader shift in how legal services may be financed and managed.

The industry is also watching the outcome of several high profile disputes that could have outsized implications for funders. Long running, multibillion dollar cases involving sovereign defendants continue to test assumptions about risk, duration, and appellate exposure in funded matters.

Finally, tensions with the insurance industry remain unresolved. Insurers have intensified efforts to link litigation funding to rising claim costs and are exploring policy mechanisms that would require disclosure of third party funding arrangements.

Taken together, these dynamics suggest that 2026 could be a defining year for litigation finance, as evolving regulation, new capital models, and external pushback shape the industry’s next phase of development.

Liability Insurers Push Disclosure Requirements Targeting Litigation Funding

By John Freund |

Commercial liability insurers are escalating their long-running dispute with the litigation funding industry by introducing policy language that could require insured companies to disclose third-party funding arrangements. The move reflects mounting concern among insurers that litigation finance is contributing to rising claim costs and reshaping litigation dynamics in ways carriers struggle to underwrite or control.

An article in Bloomberg Law reports that the Insurance Services Office, a Verisk Analytics unit that develops standard insurance policy language, has drafted an optional provision that would compel policyholders to reveal whether litigation funders or law firms with a financial stake are backing claims against insured defendants. While adoption of the provision would be voluntary, insurers could begin incorporating it into commercial liability policies as early as 2026.

The proposed disclosure requirement is part of a broader push by insurers to gain greater visibility into litigation funding arrangements, which they argue can encourage more aggressive claims strategies and higher settlement demands, particularly in mass tort and complex commercial litigation. Insurers have increasingly linked these trends to what they describe as social inflation, a term used to capture rising jury awards and litigation costs that outpace economic inflation.

For policyholders, the new language could introduce additional compliance obligations and strategic considerations. Companies that rely on litigation funding, whether directly or through counterparties, may be forced to weigh the benefits of financing against potential coverage implications.

Litigation funders and law firms are watching developments closely. Funding agreements are typically treated as confidential, and mandatory disclosure to insurers could raise concerns about privilege, work product protections, and competitive sensitivity. At the same time, insurers have been criticized for opposing litigation finance while also exploring their own litigation-related investment products, highlighting tensions within the market.

If widely adopted, insurer-driven disclosure requirements could represent a meaningful shift in how litigation funding intersects with insurance. The development underscores the growing influence of insurers in shaping transparency expectations and suggests that litigation funders may increasingly find themselves drawn into coverage debates that extend well beyond the courtroom.