November 13, 2025

A recent study by Disco and Ari Kaplan Advisors has cast a spotlight on the adoption of generative AI in the legal realm, specifically within the eDiscovery sector. Although AI's benefits in increasing efficiency are widely acknowledged, there remains a significant hesitance among legal professionals to fully integrate these technologies.
The study, titled *Legal AI: Driving the Future of the Profession*, surveyed 112 individuals split evenly between in-house legal teams and law firms. The focus was on the utilization of AI tools in eDiscovery, an area traditionally seen as a bellwether for broader legal tech adoption due to the intense time pressures often imposed by court or client deadlines.
Despite the promising capabilities of AI, the findings suggest a cautious approach. For instance, 42% of law firm respondents reported no external pressure to adopt AI solutions, and 35% have only incorporated AI to a minimal extent in routine processes. This slow uptake is attributed to several concerns, including privacy and security issues, with 70% of respondents highlighting these as significant barriers.
Moreover, there seems to be a cultural resistance within the sector. About 52% of law firm respondents view AI use primarily as a means to brand themselves as innovators rather than for its practical benefits. This highlights a gap between recognizing AI's potential and the willingness to implement it comprehensively.
The study also sheds light on other hurdles, such as generational differences, with more experienced lawyers showing greater reluctance towards AI tools. Concerns about losing control over data, reduced billable hours, and a lack of sufficient AI talent and aligned functionality expectations further complicate the situation.
However, there's a silver lining. The overwhelming workload in eDiscovery and the emergence of new data types are gradually pushing legal professionals towards AI adoption, driven by necessity. The historical trajectory of technology acceptance in legal practice, like the adoption of technology-assisted review, suggests that while the shift to AI may be slow, it is inevitable.
In conclusion, while the Disco study indicates that the legal profession stands at a potential watershed moment with AI in eDiscovery, significant obstacles remain. The path forward will likely require overcoming entrenched practices and addressing legitimate concerns, but the pressures of increasing workloads and evolving data types might accelerate this transformative journey. AI, initially perceived as just a cool addition, might soon become indispensable in legal practice.