This session, in a turning of the tables, our guest speaker, Patricia Gannon, Founder of Platforum9, was moderated by Sid Ali Boutellis, and they explored the rapidly evolving legal technology landscape following insights from Legal Week in New York. The discussion focused on practical applications of legal tech across law firms, the challenges of adoption, and the structural shifts reshaping the legal profession.

The Legal Tech Landscape: From Fragmentation to Scale

Gannon highlighted that the legal tech market has become highly competitive, with over a thousand vendors competing for attention. While eDiscovery remains dominant, particularly in the US, modern legal tech now spans multiple core functions: legal research, contract drafting, practice management, litigation support, and compliance tools.

Key incumbents such as LexisNexis and Westlaw continue to anchor legal research, now enhanced by AI. Meanwhile, newer AI-native platforms like Harvey and Leya are scaling rapidly, attracting significant investment and adoption among top-tier law firms. These tools are increasingly handling research, drafting, and risk analysis, positioning themselves as central infrastructure rather than optional add-ons.

At the same time, practice management platforms such as Clio and general tools like Microsoft Copilot are becoming entry points for smaller firms, offering accessible pathways into AI-enabled workflows.

Adoption Challenges: Noise, Cost, and Data Readiness

Despite the proliferation of tools, distinguishing between enterprise-grade and SME-focused solutions remains difficult. Gannon described the market as a “sea of similar offerings”, where differentiation is not immediately clear.

Cost remains a barrier, particularly for smaller firms, though increased competition is driving more flexible pricing models, including pilot programmes and free trials. However, these pilots introduce another challenge: “pilot fatigue”, where firms test multiple tools without clear outcomes, placing additional burden on lawyers.

A critical issue underlying all adoption efforts is data quality. Many firms operate with siloed, poorly structured data, limiting the effectiveness of even the most advanced tools. Without addressing this foundational problem, technology investments risk underperformance.

The Human Bottleneck: Productivity vs. Judgment

While AI significantly increases productivity, it simultaneously creates a new bottleneck: human validation. Senior lawyers remain responsible for reviewing outputs, particularly given the persistence of AI hallucinations.

This creates a structural imbalance; junior lawyers may generate work faster, but senior lawyers must still verify it, concentrating pressure at the top of the workflow. The result is a tension between speed and professional judgement that firms have yet to fully resolve.

Business Model Shifts: Evolution, Not Disruption

Contrary to popular narratives, the billable hour is not disappearing. Instead, firms are experimenting with hybrid models and alternative fee arrangements, particularly where AI drives efficiency.

Clients, now equipped with similar tools, are gaining leverage. This is shifting the perceived value of legal services away from document production and towards judgment, advisory capability, and client relationships.

Structural Change: New Players and New Models

The session also explored broader structural shifts in the legal industry. Alternative legal service providers, AI-first firms, and private equity-backed legal businesses are gaining traction.

Regulatory changes, such as allowing non-lawyer ownership in jurisdictions like Arizona, are accelerating this transformation. In parallel, private equity investment, particularly in tech-enabled firms, is reshaping the competitive landscape globally.

Talent and the Future Lawyer

A recurring concern was the training of junior lawyers. Traditional apprenticeship models are weakening as AI reduces exposure to foundational tasks, while senior lawyers are increasingly occupied with oversight rather than mentorship.

At the same time, new roles are emerging. “Legal engineers” are in high demand, acting as intermediaries between legal practitioners and technical teams. Lawyers are also moving into entrepreneurship, building or contributing to legal tech products.

The message for future lawyers is clear: technical literacy, curiosity, and adaptability are now essential.

Key Takeaways

• Legal tech is no longer optional; it is becoming core infrastructure for legal services.
• AI enhances productivity but introduces new bottlenecks around validation and judgment.
• Data quality and internal structures are critical to successful adoption.
• The billable hour will persist but evolve alongside alternative pricing models.
• The industry is opening to new business models, investors, and non-traditional players.
• The legal career path is shifting towards hybrid roles combining law, technology, and business understanding.
• Ultimately, client relationships and communication remain central, regardless of technological advancement.