Will AI Change the Identity of Law Firm Partners?

Will law firm partners need to change their professional identity, their sense of what they are and what they really do, for this sector to fully embrace AI? Artificial Lawyer explores.

One of the keynote speakers at ClioCon last week was writer and modern philosopher Malcolm Gladwell, who unveiled a brilliant analysis of why people can’t accept new ideas – and in particular if those ideas mean a change to their sense of professional self.

To explain his point, Gladwell explored medical and policing innovations that could make a massive positive difference, then showed how those ideas were largely ignored by surgeons and senior police officers primarily because it meant those in powerful positions would have to alter their role in the workplace. He also looked at how LSAT exams in the US made no sense, but let’s focus on the professional examples for now and how they map onto what partners do.

Good Ideas Ignored

Let’s not repeat the entire speech, but it’s worth outlining the two key ideas that were developed, and then largely ignored by those who should have embraced them. These innovations are:

• A new way of performing heart bypass surgery, which is far less invasive and traumatic for patients, and relies on micro-surgery and robotic tools – as well as a more team-based approach to completing the operation. This compares to the massively invasive traditional operation that requires the chest to be opened up entirely, with a huge reliance on the physical skills and operating theatre dominance of the lead surgeon.
• And a new way of policing gang territory to reduce homicide by taking a data-led and community outreach approach, which identified those at risk of getting caught up in violence – usually triggered by perceived insults or lack of respect, as opposed to the economic need to defend drug turf – and talking to those people, sometimes with social workers and community leaders involved – which led to a massive reduction in murders in Boston, for example. This compares to traditional methods where the role of the police officer is to make as many arrests as possible and do high-visibility drug busts – which seems to make little impact on homicide rates.

Gladwell saw that both ideas worked: the more subtle, team-based surgery; and the community, data-led policing. So he wanted to know why those approaches had not been widely adopted. In fact, why in some cases they’d just been outright rejected and ignored.

Gladwell concluded that the answer was that it changed the identity of those in charge of those processes. This identity change, this alteration of the characteristics that made up their sense of ‘professional self’, was just too much to accept. The ideas may have been good, but the following impact on those who ran things the way they liked – and had been trained in those ways and beliefs – was very hard to accept.

So, the high-powered ‘god-like’ surgeon has to become more of a team player and tech expert, relying on the specialists around them to help with the micro-surgery and use of robotic tools. No longer are they in a position of absolute dominance with just a mighty scalpel in their hand.

The police officers are no longer charging in to ‘take down the bad guys’, they’re going around to gang members’ homes, sitting down with them and saying: ‘Look, we know who you are, we know what’s happening in this community. We know who you are likely to have a beef with. But, you don’t have to rush to violence to settle these disputes. If you do, you’ll end up in prison, or dead. For nothing. Please don’t do it.’ And they are often flanked by other professionals who seem to have equal importance in the room.

To accept this, the surgeons and the police officers have to not just work differently, they have to change how they see themselves in the workplace. They have to accept a change of identity.

For many – in fact, as Gladwell has seen so far – for most, it’s an impossible move. Or at least not one they will make voluntarily. Hence, great ideas that can save lives are not put into action.

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Law Firm Partners and Identity Change

You are what you do, so the saying goes. In which case, what is a partner today, or at least an equity partner, who has direct client contact and is responsible for revenue generation in their practice area? Here’s some thoughts from AL, inspired by Gladwell’s approach to idea resistance and professional identity that he used with police and surgeons.

• They are responsible for making money. It’s as simple as that. If they can’t win client work, then why are they an equity partner? So, they need to be someone who is not just good at their legal work, but someone who can get on with clients, instil trust and develop goodwill.
• They need to run a team of associates, perhaps including one or two salaried partners, and also liaise with other parties. In short, they really need to be in charge of things. The buck stops with them. They are the ‘team manager’.
• They thus need to be good at delegating to other people who are – in the law firm pyramid – in a less senior role. For some the ability to run a team is a great pleasure, a perk of the job. For others, it’s a burden they live with, but would prefer not to have – and in fact, AL knows some lawyers who wouldn’t mind just working alone, even at the highest levels of their firm. Others relish this ability to run a team.
• And also – among no doubt many other aspects such as training and deciding on an associate’s future fate – equity partners are the final check on quality. They are the end of the line for the production of the work, and the main linkage with the client. If the work is shoddy, ultimately it’s their responsibility.

How does a law firm that has really embraced AI and become ‘AI-native’ change things for the partner? I.e. using AI as much as possible in their own work, getting agentic where possible as well, moving everything that doesn’t need to be delegated to an associate to AI on their own desktop; and also making sure the associates use AI as much as needed when they are delegated work that the partner cannot do with AI on their own.

What changes?

• They still need to win clients and keep them. Although, the more they use AI the more clients may also use AI too….and that perhaps makes the clients realise they don’t need to rely on the partner quite as much. Perhaps the client gets good at leveraging their own data, so no need to keep calling the partner up for smaller, but important queries as well. In short, the partner is no longer the absolute authority. AI has stepped into the middle of things.
• The need to make money is still there – of course! But, how it’s made could change. Let’s not do the hour thing here. But you know what this means. The partner must scope work, they cannot ‘work to rule’, as it were. Their work is within billable limits and it’s AI that must be used to make that work.
• The team is still there, but the partner is much more of a planner and project manager than even before. They need to triage in terms of AI and non-AI. They need to think through quality checking in terms of AI’s outputs. They can also perhaps feel less in charge of delegation, as AI can take on so much now – in fact, why are they even delegating to others when they can do that work on their desktop with AI…? (Although that maybe then makes them feel like an associate all over again?) Those who like running a team may feel this as a loss of prestige. (Others may love this aspect and relish not having to work with others…)
• And, training….well, that’s still needed, but in the future more and more of that will be via simulators. There will still be the very valuable sensei/padawan relationship for the most complex and subtle legal learnings for some partners and associates, but inevitably partners won’t need to do so much.

Overall, this is not a massive shift, but it is still a noticeable shift. It will be felt by those partners whose firms really adopt AI all the way through the business, from top to bottom of the pyramid and all its workflows and processes.

The surgeon using micro-surgery and robotics is still a great surgeon who saves lives, just not quite the same solo-genius as before. The police officer who sits down with gang members and tries to understand their ‘beefs’ and suggests a better way ahead, is also stopping crime and saving lives, but they are not ‘taking names’ so much anymore.

Here, the partner is still a ‘rainmaker’, still has the client relationships, is still the legal expert, but their absolute power is diluted somewhat by AI. The associates use AI to do some of their work; the partner does more with AI as well and maybe doesn’t need the same team either; maybe the client doesn’t call so often as they use AI too; and the open-ended complex matters where you just work and explore issues and work some more, are changed by the fact that chunks of this work are now automated, and perhaps even on a fixed fee. The top partner is still a top partner, but they now share their world with technology, and their relationship with clients and team have altered. And if that’s changed then so too has their professional identity.

As said above: you are what you do. Or, rather you are no longer what you used to do, you are what you do now.

Conclusion

Legal AI, in its current form, has only been with us for a very short time. But, if it’s to truly transform this sector, then what partners do must change somewhat as well. The question then is how many will embrace this shift, and how many will refuse to enthusiastically adopt anything that changes their professional identity?

Richard Tromans, Artificial Lawyer, Founder + Chair of the Legal Innovators Conferences – Nov, 2026

Malcolm Gladwell’s new book, ‘The American Way of Killing’ can be found here.

And more about Clio here.

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Legal Innovators UK is this week on Nov 4 and 5

Legal Innovators UK is this week on Nov 4 and 5 at the Minster Building near the Tower of London, and then Legal Innovators New York is on Nov 17 and 18 in Midtown at a great new venue – Quorum by Convene. Looking forward to chairing both. Going to be lots to explore together, that’s for sure!

Here are the express ticket registrations so you can get your complimentary passes super-fast.

To pick up your UK tickets, please follow the link below. Complimentary passes are for those working inside law firms and within corporate legal teams.

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Legal Innovators New York Conference – Nov 17 + 18