In the rapidly evolving legal landscape, the adoption and impact of generative AI (GenAI) continues to be a topic of robust discussion and speculation. Everlaw's latest survey, the "2026 Legal AI Adoption & Impact Report," conducted in collaboration with the Association of Certified E-Discovery Specialists and the International Legal Technology Association, sheds light on this pivotal issue. The survey, which garnered responses from 257 legal professionals during May and June of this year, reveals a sector sharply divided on the role and effectiveness of AI technologies.

According to Everlaw, 49% of respondents are currently utilizing GenAI in their legal operations, suggesting a trend towards mainstream acceptance. However, this figure, while significant, stops short of confirming GenAI as the industry standard, a status that Everlaw seems to endorse. The detailed usage statistics further complicate the picture: 21% of users engage with AI multiple times daily, 19% daily, 23% weekly, and a notable 34% only occasionally for specific needs.

The survey also highlights a cautious, if not skeptical, attitude towards the future integration of GenAI across the sector. While 46% believe GenAI will soon be a standard practice across all legal departments, a substantial portion of respondents anticipate a more limited application, driven by proven reliability and specific case suitability.

Billing practices, often a bellwether for technological impact, have seen modest changes due to GenAI. Only 19% of those surveyed believe GenAI has significantly altered traditional billing models, though an additional 31% are considering changes within the next year.

The use of agentic AI, which represents a more advanced and autonomous application of artificial intelligence, is notably minimal, with only 3% adoption among respondents. This indicates either a wariness of or unfamiliarity with the full capabilities of AI technologies beyond basic generative tasks.

Governance and policy development around AI use are also areas of concern. A striking 33% of firms lack formal policies governing AI use, despite nearly half of the respondents actively utilizing GenAI tools. This discrepancy points to potential risks and governance challenges as AI becomes more embedded in legal workflows.

Looking ahead, respondents identified several challenges and areas for future focus. Only 41% emphasized the importance of output verification to manage AI's known issue of generating plausible but incorrect or "hallucinated" data. Moreover, there are apprehensions about the impact of AI on the professional development of junior lawyers, with concerns that AI might widen the skills gap and reduce hands-on training opportunities.

As the legal industry continues to navigate the complexities of AI integration, Everlaw's report serves as a crucial touchstone. It highlights both the potential and the pitfalls of GenAI adoption, suggesting that while the technology may transform the practice of law, significant hurdles and hesitations remain. The industry's journey towards full AI integration appears to be progressing, but not without reservations and a critical need for structured governance and strategic planning. Thus, while the glass may indeed be half full in terms of technological advancement, it is also undeniably half empty when considering the broader implications and readiness of the sector.