AI, Value, and the Hard Conversations Law Firms Can’t Avoid

Executive Context

Law firms are operating in a moment when artificial intelligence is no longer a distant concept or experimental tool. It is already changing how legal work is delivered, how efficiency is evaluated, and how clients define value. For many firms, that change has created anxiety around pricing, leverage, associate training, and the possibility that certain categories of legal work may become more commoditized.

But in this episode, Eric Dodson Greenberg, Executive Vice President, General Counsel, and Corporate Secretary of Cox Media Group, frames the AI conversation differently. For Eric, the question is not simply whether law firms can do the same work faster or cheaper, but whether firms are willing to talk openly with clients about how technology is changing the value they deliver. As he puts it, AI is “not a trap door for a discussion about discounts. It’s an open door for a conversation about value.”

That distinction matters for law firm leaders because the client relationship is already under pressure. Eric describes a growing antagonism between private practice attorneys and in-house counsel, driven in part by mutual suspicion around rates, realization, discounts, and billing scrutiny. In that environment, avoiding difficult conversations does not preserve trust. It can quietly erode it. The firms that will be best positioned in the AI era are not necessarily the firms that claim to have the most advanced tools, but the firms that can explain how those tools improve judgment, strategy, speed, insight, and service.

Why Is Transparency Becoming a Client Relationship Imperative?

One of the central themes of the conversation is transparency. Eric explains that in-house legal departments are not simply looking to cut costs. They are looking for a clearer understanding of how work is being done, how AI is being used, and how that use affects value. As he explains, “What’s needed is transparency about what’s happening and what we don’t understand. And I think everyone is afraid to have that conversation.”

He notes that when clients raise questions about AI, some law firms immediately hear the conversation as a demand for discounts. That reaction, he suggests, misses the larger opportunity. Clients already review bills, evaluate time entries, and ask questions about efficiency. AI does not create that dynamic; it adds a new category of value that can and should be discussed.

For law firms, the risk of avoiding that conversation is significant. Silence can create suspicion. If a firm uses AI but does not explain how, clients may wonder whether they are paying the same rates for work completed in different ways. If a firm is not using AI meaningfully, clients may wonder whether the firm is falling behind competitors. Either way, the absence of transparency leaves room for doubt.

Eric’s view is that firms should want to talk about value “seven days a week.” AI gives them a reason to do so. A firm that can say, “Here is how we are using AI to find patterns, generate issue lists, mine our knowledge base, or deliver richer analysis,” has a stronger value story than a firm that simply says nothing.

For managing partners and executive committees, this raises the leadership question of whether lawyers are being equipped to explain the firm’s value in a changing environment, or avoiding the very conversations clients want to have?

How Does AI Raise the Standard for Relationship Building?

Eric’s analysis is that AI may make the human side of legal service more important, not less. While technology can support efficiency, pattern recognition, knowledge management, and analysis, the client relationship still depends on trust, communication, and judgment.

Eric calls this one of the “great ironies” of the AI era. As he explains, “It makes old-fashioned talking and relationships and the human element of relationships, I think, even more important.” While firms may feel pressure to quantify the return on AI, not every form of legal value can be reduced to a clean metric.

He uses the phrase “the dog that didn’t bark” to describe legal value that prevents a problem from happening. That kind of value is not always easy to prove in a spreadsheet. It often has to be explained through story, context, judgment, and relationship.

That insight has direct implications for law firm leadership. If the value of AI is discussed only in terms of speed and cost, firms may miss the broader strategic opportunity. AI can help lawyers identify issues earlier, recognize patterns faster, and bring stronger insight to a client’s matter. But those advantages only matter if the lawyer can connect them to the client’s business needs.

In Eric’s words, “The ROI for new tech is going to be told in Microsoft Word, not in Microsoft Excel.” The point is not that numbers do not matter. They do. But legal value is often explained through narrative: what changed, what risk was avoided, what insight was uncovered, and why the client is better positioned as a result.

For marketing and business development leaders, this highlights a shift from execution to strategic advisory. The firms that communicate well about AI will not merely promote tools. They will help lawyers articulate how those tools strengthen client service.

Why the Hard Conversations Strengthen Client Trust

Eric makes a strong case for proactive conversations. Jennifer observes that law firms often hear that general counsel want to be asked for feedback, yet many private practice attorneys resist those conversations because they fear bothering the client or exposing dissatisfaction.

Eric strongly agrees that clients want those conversations. He also acknowledges that, as a former law firm partner, he understands the reluctance. Feedback can feel like evaluation. Billing conversations can feel uncomfortable. But avoiding those conversations does not make the issue disappear.

One of the most memorable lines from the episode is Eric’s warning that “hard conversations that you don’t have are resentments waiting to happen.” That statement captures a serious relationship risk for law firms. A client may continue sending work for a time while quietly becoming dissatisfied. The firm may interpret continued work as proof that the relationship is strong when, in reality, frustration is accumulating beneath the surface.

Eric shares an example of a law firm that did strong legal work but had billing practices that were unsatisfying to the client. He admits that, as the client, he should have raised the issue earlier. The firm ultimately raised the conversation itself, and after a difficult but productive discussion, the relationship improved. That firm remained a go-to firm and developed one of the most satisfying billing practices from the client’s perspective.

The lesson for law firm leaders is that hard conversations can protect relationships and surface issues before they become reasons to leave. They can also turn frustration into trust when handled directly and professionally.

For practice group leaders, this has direct implications for how attorneys manage client relationships. Excellent legal work matters, but it is not always enough. Clients may also need transparency, responsiveness, billing clarity, and a willingness to engage in uncomfortable but necessary dialogue.

How Can Law Firm Incentives Limit Growth?

Eric also discusses the internal dynamics that can prevent law firms from serving clients fully. He describes a “peculiar math” within law firms around origination, credit, and control. In his view, some partners “will fight to the death to retain 100% of 0 rather than share 50% of something.”

That mindset has consequences beyond internal compensation. It can limit the client’s access to the firm’s full capabilities. If a relationship partner hesitates to introduce colleagues because of credit concerns or fear of losing control, the client may never see the broader value the firm can offer.

This is a leadership issue, not just an individual behavior issue. If firm culture rewards control over collaboration, clients may perceive the firm as narrower, less integrated, and less strategic than it actually is. The firm may have deep expertise across practices, industries, and geographies, but that expertise only creates client value when lawyers are willing to connect it to client needs.

Eric also challenges the way the billable hour can narrow lawyers’ view of relationship-building. He does not dismiss the importance of billable work, but he argues that lawyers often underestimate the value of conversations that are not immediately tied to a matter. A lunch, coffee, or general discussion about business challenges may not generate work the next day, but it can create the context for future trust and opportunity.

He shares the example of a senior associate who had done excellent work, earned the respect of both Eric and a private equity sponsor, and later made partner. The associate never followed up after the matter ended. Eric’s point is not that the lawyer failed entirely, but that he may have missed the opportunity to turn strong work into a direct client relationship.

The larger implication is that law firms often claim to be relationship-focused, but may still behave like “day traders,” focused on the value of the work immediately in front of them rather than the long-term trend. Strong client relationships require a longer investment horizon.

What AI Changes and What It Does Not

Jennifer notes during the conversation that everything Eric describes about trust, feedback, conversation, and relationship-building cannot be replaced by technology. Eric agrees completely.

He acknowledges that some legal work will be disrupted by AI, especially work that is more industrial, high-leverage, or commodifiable. But he draws a clear distinction between that type of work and the judgment, trust, and value that define the strongest client relationships. As Eric explains, “The judgment piece, the trust piece, the value piece, AI is in support of that. It is not a replacement for it. It is a supplement to it.”

For law firm leaders, that distinction is critical. AI may change staffing models, pricing assumptions, and how certain tasks are performed. But it does not eliminate the need for experienced judgment. It may actually increase the premium on lawyers who can interpret AI-enabled insights, evaluate risk, advise clients, and communicate clearly.

The firms that treat AI only as a cost-reduction tool may undersell themselves. The firms that treat AI as a way to strengthen insight, responsiveness, and strategic judgment may be better positioned to differentiate their value.

Why Law Firms Can Be Optimistic About Associate Training in the AI Era

A major concern across the legal profession is whether AI will undermine the traditional apprenticeship model. If fewer junior associates are needed for document review, research, drafting, or other high-leverage work, how will young lawyers develop judgment?

Eric challenges the assumption that leverage and training have always been as closely connected as the profession sometimes claims. “I actually am incredibly optimistic about training in the AI era,” he says. He recalls being sent to a warehouse to review documents as a young lawyer. He learned something from it, but he does not view it as a defining mentorship experience. In his view, there is sometimes nostalgia in the way lawyers describe traditional training models.

Rather than seeing AI only as a threat to training, Eric is optimistic about its potential. He believes young lawyers may have access to more information, analysis, and pattern recognition than previous generations did. The key is not whether AI produces an answer, but whether the lawyer can understand the significance of what the tool identifies and bring it into conversation with an experienced partner’s judgment.

He shares an example involving a health care fraud trial in which an AI tool identified a potential argument based on juror perception. The lawyers disagreed with the tool’s recommendation because they saw legal and strategic risks. After the trial resulted in a hung jury, juror interviews suggested the AI had identified something meaningful. Yet Eric emphasizes that the story remains ambiguous. The AI may have been right about human perception, while the lawyers may also have been right to avoid leaning too heavily into the argument.

That ambiguity is the point. AI can create new opportunities for training because it gives younger lawyers material to analyze, question, and discuss. As Eric puts it, “I envision AI as enabling conversations like that.” A junior lawyer might bring an AI-generated insight to a partner, who can then explain the strategic risks, legal considerations, and judgment calls involved. That exchange can become a powerful mentoring moment.

For firm leaders, this means the training question should not be reduced to whether AI removes certain tasks. The better question is how firms will redesign training so that young lawyers learn to combine technology-enabled analysis with human judgment.

The Often-Missed Value of Marketing and Communications Professionals

Near the end of the episode, Eric reflects on his own experience working with Maria and how it shaped his relationship with media and public visibility. He explains that when he was a lawyer, he came from an environment where engaging with the press was viewed as risky. Maria helped him see the value of communications expertise and connected him with media opportunities that ultimately contributed to his broader professional voice.

Eric uses that experience to make the larger point that law firms often have valuable expertise inside the organization that lawyers do not fully use. “One of the things that lawyers often miss is the wealth of expertise within their firm that is not possessed by a lawyer, but by a professional in a different field that is being made available to them that they don’t take advantage of,” he says.

That point is especially relevant in a market where visibility, credibility, and thought leadership are increasingly tied to business development and leadership positioning. Communications professionals are not simply support staff. They can help lawyers understand how media is changing, how to communicate ideas effectively, and how to participate in broader conversations shaping the profession.

For law firm leaders, the implication is cultural and strategic. Firms that fully integrate marketing and communications expertise may be better equipped to help lawyers build trust, explain value, and show up credibly in the market.

The Takeaway for Law Firm Leaders

This episode argues that AI is a leadership issue, a relationship issue, and a value communication issue. The firms that avoid the conversation may protect themselves from short-term discomfort, but they risk creating long-term suspicion.

As Jennifer notes near the close of the conversation, the episode points to “an opportunity [for lawyers] to show value and position themselves differently than their competitors.” That opportunity is not limited to AI adoption. It extends to how law firms communicate with clients, structure relationships, train lawyers, and use the full range of professional expertise within the firm.

Law firm leaders should treat AI as an opportunity to clarify value, not obscure it. That means being transparent with clients, training lawyers to explain how technology improves service, and creating a culture where hard conversations are understood as part of relationship management.

The future of legal service will not be defined by tools alone. It will be defined by the firms that can combine technology, judgment, trust, and communication in ways clients can understand and value.

Resources

• Eric Dodson Greenberg, Cox Media Group: https://www.linkedin.com/in/ericdodsongreenberg/
• Maria Aronson, Furia Rubel Communications: https://www.furiarubel.com/our-team/members/maria-aronson/
• Meghan Ma, Stanford: https://www.linkedin.com/in/meganma75/
• Cox Media Group: https://www.cmg.com/
• Legal Marketing Association: https://www.legalmarketing.org/
• Why Law Firm Transformation Is No Longer Optional and What It Means for Law Firm Leaders, On RecordPR: https://www.furiarubel.com/podcasts/why-law-firm-transformation-is-no-longer-optional-and-what-it-means-for-law-firm-leaders/
• How AI Is Reshaping Where Legal Value Lives, On RecordPR: https://www.furiarubel.com/podcasts/how-ai-is-reshaping-where-legal-value-lives/
• The Three Issues Defining the Legal Market Today, On RecordPR: https://www.furiarubel.com/podcasts/the-three-issues-defining-the-legal-market-today/