On 12 October, Bellevue Law hosted an AI event bringing together leaders from boutique employment and disputes firms to discuss the opportunities, challenges and practical realities of adopting artificial intelligence within legal practice.
The evening brought together perspectives from across the legal sector, including Bellevue Law’s Associate Anjali Malik, COO Kay Osborne alongside legal technology specialist Alex Hutchinson. The discussion was conducted under the Chatham House Rule to encourage open and honest conversation about how firms are navigating a rapidly evolving landscape.
Ahead of the event, Bellevue Law surveyed legal professionals to understand how boutique firms are approaching AI adoption, the tools they are using, and the issues they expect to shape the future of legal practice.
AI Adoption Has Moved Beyond the Experimental Stage
One of the clearest messages from the survey was that most boutique firms are already using or trialling AI tools. However, adoption remains cautious and incremental.
While respondents reported seeing value from AI, particularly around efficiency and productivity, most viewed its current impact as mildly beneficial rather than transformational. Firms were noticeably more optimistic about the role AI is likely to play over the next 12 to 24 months.
The discussion highlighted that the debate is no longer centred on whether firms should engage with AI. Instead, the focus has shifted to selecting the right tools, developing appropriate governance frameworks, training lawyers effectively and ensuring that efficiency gains do not come at the expense of quality.
How Boutique Firms Are Using AI
Survey respondents identified a wide range of practical use cases across both legal and operational functions.
Common applications included:
- Document summarisation
- Legal research
- Drafting and reviewing documents
- Producing timelines and chronologies
- Knowledge management
- Business development and marketing
- Internal operational and administrative tasks
Bellevue Law shared its own experiences of using AI to support business development activities, management reporting, HR administration and the development of precedent and know-how resources.
The discussion also explored the growing difference between firms that occasionally experiment with AI and those that are actively embedding AI into everyday workflows.
Choosing the Right AI Tool
A recurring theme throughout the evening was the challenge of selecting the most appropriate AI solution.
Survey respondents reported using or trialling a range of products, including Microsoft Copilot, CoCounsel, Legora, Harvey and Claude. However, there was no obvious consensus on a single market-leading solution for boutique firms.
With new entrants, product integrations and rapid technological developments continuing to emerge, many firms remain uncertain about when to commit to a specific platform and whether a single tool will ever meet all business needs.
The discussion considered the relative strengths of general-purpose AI tools versus specialist legal platforms, as well as the potential future role of bespoke AI solutions built around firm-specific data and workflows.
Governance, Compliance and Hallucinations
Perhaps unsurprisingly, concerns around accuracy and hallucinations emerged as the most frequently identified challenge within the survey.
The discussion explored the risks associated with AI-generated content that appears credible but contains factual inaccuracies, invented authorities or incorrect assumptions.
Participants agreed that human review remains essential. While AI can help improve speed and efficiency, legal professionals remain responsible for the advice they provide and must continue to verify information against reliable sources.
The conversation also highlighted the importance of:
- Clear AI policies
- Data security controls
- Regulatory compliance
- Appropriate supervision
- Ongoing training
- Defined review processes
For boutique firms, the challenge is finding the right balance between innovation and robust risk management.
Human Skills Still Matter
A strong theme throughout the evening was that AI remains a tool rather than a substitute for human judgment.
As AI becomes increasingly integrated into legal practice, participants suggested that skills such as critical analysis, communication, strategic thinking, source verification and client relationship management may become even more valuable.
The discussion also considered how firms can maintain strong workplace cultures as technology evolves, particularly when supporting the development of junior lawyers.
One observation resonated strongly throughout the event:
If AI lowers the value of producing information, it raises the value of interpreting it.
For boutique firms, qualities such as responsiveness, trusted relationships, judgment and tailored advice are likely to remain key differentiators.
Looking Ahead
Participants also explored the future impact of AI on pricing models, client expectations and competition within the legal sector.
Many firms expect clients to increasingly demand faster turnaround times, greater efficiency and more predictable costs. At the same time, lawyers remain professionally responsible for reviewing outputs, managing risk and delivering strategic advice.
Whether AI ultimately levels the playing field between smaller and larger firms remains to be seen, but there was broad agreement that thoughtful adoption will be essential.
For boutique firms, success is likely to depend not on acquiring the greatest number of AI tools, but on using the right tools effectively, responsibly and in a way that complements the expertise of their people.
The survey findings reflect the views and experiences of participating respondents at the time of the survey and are intended to encourage discussion rather than provide legal, regulatory or technical advice.
If you wish to discuss this topic any further, please contact hello@bellevuelaw.co.uk
