How AI Is Reshaping Where Legal Value Lives

AI Is Already Changing the Foundations of Legal Work

Artificial intelligence is no longer a distant innovation for the legal industry. Across multiple conferences in recent weeks, including CCBJ’s Women in Business & Law (WIBL), LMASE’s Tech Intensive, and Legalweek, it became clear that AI is fundamentally changing how legal work is performed and how clients evaluate value.

As Jennifer Simpson Carr explains, “AI is not a future conversation. It is changing fundamentally how legal work gets done.”

But technology itself is not the central story. The more important shift is how AI is altering where legal value lives inside a law firm. Historically, many legal tasks such as research, document review, drafting, and analysis formed the backbone of both billable work and attorney development.

Now, those tasks can often be accelerated dramatically through AI-powered tools.

For law firm leaders, the conversation is no longer about whether to adopt AI, but how to rethink work, talent development, and client value in response.

As Gina Rubel puts it, “AI isn’t just introducing new tools, it’s creating an opportunity to rethink how legal services are delivered.”

Why AI Is Shifting Legal Value Toward Judgment and Strategy

For decades, legal services were structured around the billable hour and the time required to complete complex tasks. AI is beginning to challenge that foundation.

Jennifer describes a growing shift in client expectations: instead of paying primarily for time spent on routine work, clients increasingly want strategic insight and guidance. “AI can summarize documents, analyze large volumes of information, generate drafts, and provide insights much more quickly than anyone could prior to AI,” she explains.

What remains uniquely valuable is the lawyer’s ability to interpret that information and guide decision-making. One example shared during a general counsel workshop illustrated this shift clearly. A task that once required roughly two and a half hours, responding to a demand letter, could now be completed in about fifteen minutes using AI-assisted tools.

The efficiency gains do not eliminate the lawyer’s role; instead, they elevate it.

Lawyers are increasingly responsible for:

• Interpreting information generated by AI
• Advising clients on strategic implications
• Translating legal risk into business decisions

For law firms, this shift requires rethinking how value is communicated to clients.

Why Technology Cannot Fix Broken Processes

While many firms are rushing to implement AI tools, a recurring lesson from industry conferences is that technology alone rarely solves operational challenges. In fact, introducing technology into inefficient workflows can make problems worse.

Jennifer notes that many organizations begin their innovation efforts by purchasing tools rather than diagnosing the underlying problem. “Many organizations start their innovation journey by buying a new tool,” she explains. “But if the underlying workflow is not efficient, technology just adds to the inefficiency.”

A design-thinking approach offers an alternative path. Instead of starting with technology, leaders should begin by asking:

• What problem are we actually trying to solve?
• Where are the real friction points in our workflow?
• Who understands the process best?

Interestingly, the people closest to the work may not be the partners. Instead, professionals, such as legal operations teams, billing specialists, and workflow managers, often hold insights that leadership teams overlook. As Gina summarizes the lesson from these conversations: “It’s still about people first, process second, and technology third.”

When organizations follow that sequence, technology becomes far more effective.

Why AI Adoption Is a Cultural and Leadership Challenge

AI adoption is often framed as a technology challenge. In practice, it is a leadership and culture challenge. Even the most powerful tools will fail if professionals do not trust them or understand how to use them effectively.

Jennifer highlights the importance of organizational buy-in: “Even the best tools will not succeed if the people don’t understand them, if they don’t trust them, and if they don’t know how to use them effectively.” Successful firms are therefore focusing on training, experimentation, and cross-functional collaboration.

Legal work is becoming increasingly interdisciplinary. Lawyers, technologists, legal operations professionals, and data specialists are beginning to work together to redesign workflows and improve outcomes. This shift also requires an environment where experimentation is encouraged.

As Jennifer notes, professionals need psychological safety to test new approaches without fear of penalty. Without that cultural support, innovation initiatives rarely succeed.

How AI Is Forcing Firms to Rethink Lawyer Training

One of the most complex questions raised during recent conferences involves the future of attorney training. Traditionally, junior lawyers gained experience through routine tasks such as document review, research, and drafting. But if AI performs many of those tasks, how will early-career attorneys develop the judgment required for complex legal work?

Jennifer explains that firms are beginning to explore new training models, including AI-assisted simulations.

Examples include:

• Negotiation simulations
• Litigation response exercises
• Regulatory impact scenarios

These exercises allow associates to practice strategic thinking and decision-making even when traditional task-based training opportunities decline.

Gina highlights another dimension of the challenge: the financial structure of legal work. “Clients often don’t want to pay for first- through fifth-year associates anymore,” she notes. “But firms still have to train them.”

That tension forces firms to rethink how learning and mentorship occur inside the profession.

Final Thoughts for Law Firm Leaders

Artificial intelligence is not simply introducing new tools into legal practice but also prompting law firms to rethink how legal services are structured, delivered, and valued.

As Jennifer explains, the firms that will succeed are not necessarily those adopting the most technology. “They are the ones focusing on their people, their culture, their processes, and the client value they want to deliver, and then identifying technology that supports those goals.”

For law firm leaders, the opportunity lies not in chasing innovation but in aligning technology with strategy, culture, and long-term client trust.

Resources

• AI, Governance, and the Rule of Law: Leadership Under Pressure, On Record PR: https://www.furiarubel.com/podcasts/ai-governance-and-the-rule-of-law-leadership-under-pressure/
• 5 PR Trends Law Firm Leaders Must Navigate in 2026, On Record PR: https://www.furiarubel.com/podcasts/5-pr-trends-law-firm-leaders-must-navigate-in-2026/
• Inside LMA’s TWxSW Conference: GEO, AI, Silos, and the Rule of Law, On Record PR: https://www.furiarubel.com/podcasts/inside-lmas-twxsw-conference-geo-ai-silos-and-the-rule-of-law/
• Corporate Counsel Business Journal’s Women in Business & Law Conference: https://ccbjournal.com/events/7th-annual-women-in-business-law-wibl-conference
• LMASE Tech Intensive: https://www.legalmarketing.org/Portals/0/Docs/LMASE-2026-Tech-Intensive-Agenda.pdf
• Legalweek 2026: https://www.event.law.com/legalweek
• Catherine Alman MacDonagh: com/in/catherinemacdonagh