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The End of the Billable Hour: Former GC of Haleon, Pearson, and Coca-Cola on The Future of the Field

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CEO and former GC Bjarne Tellmann believes that the biggest threat to the future of Big Law is the firm’s own client.

Bjarne has spent thirty years serving as general counsel at some of the most recognizable brands in the world, including Haleon, Pearson, Coca-Cola, and Aramco, before becoming CEO of FjordStream Advisors and writing his new book Law in the Era of AI, which was released on May 4, 2026.

The modern law firm pyramid is built on (human) junior talent and the billable hour was created to compensate the associates performing the grunt work. Bjarne’s new book argues that this system will be forced out of existence by the firm’s own clients, whose “AI factory” operating models now put AI at the center and scale decisions at a speed and volume that the human pyramid model simply cannot service. 

"The irony is you won't fail because you're so bad at what you do,” Bjarne said. “You will fail precisely because you are so good at what you do." 

The “AI factory model,” a concept borrowed from Harvard Business School professors Marco Iansiti and Karim Lakhani, is already reshaping how companies (your clients) consume legal services, and what they expect from lawyers.

"If your CMO comes to you and says, we can now generate 400 ad variants and we need your answer by tomorrow – you can't just keep doing things in the same way,” said Bjarne. “You need to up your game and create an AI era legal department."

In this conversation, Bjarne and GC AI cofounder Cecilia Ziniti discuss why governance is the third engine of in-house value that most legal leaders have not started yet, and what the legal industry might look like in 2030 after the dust has settled.

Designing A Legal Career for Maximum Curiosity

Bjarne Tellmann decided to become a lawyer after binging all of LA Law during a gap year in Los Angeles. Prior to moving to LA, he was a professional actor working in Norway, when he was discovered by a talent scout who showed up at his school play. A play he had only auditioned for because his crush invited him to. 

Bjarne didn’t have a plan for where his career was headed. His personal philosophy is to live your career like a saga. At every major decision point, ask whether what you are about to do feels like an adventure. Does it involve real risk, a real stretch, or something that would make a great story? The most interesting careers are built from a place of curiosity.

"I've always asked myself, is this going to be something that feels like an adventure, something that feels like taking a risk, stretching into things? Nobody ever wrote a song about somebody who had a 60 year career and went back and forth from A to B and got a gold watch, played some golf and then died," said Bjarne.

From theater school to the House of Commons to the University of Chicago Law School to Sullivan and Cromwell to Coca-Cola, and then to Aramco, Pearson, and Haleon, each move was deliberate in philosophy if not in plan. He promised himself he’d stay a minimum of three years at each opportunity. This unique mindset took his family to twelve cities in thirty years.

The Tellman rule for surviving the frequent moves was this: at the end of three years, anyone in the family can raise their hand. Until then, you hold hands and jump. Their curiosity took them to Stockholm, London, Helsinki, Frankfurt, Vienna, Athens, and Munich, among others. 

Note from CZ: Most traditional career advice tells you to have a plan. Bjarne is describing a philosophy that treats uncertainty as the feature rather than the bug. The three-year commitment structure he and his family used for every international move is as practical as it is fair to the other members of the family. 

How to Cut Legal Costs 40% Without Laying Everyone Off

When Bjarne joined Pearson in 2014, the company was pivoting from a decentralized holding company to a centralized education and ed tech business focused on its core market. Legal was roughly 70% external spend, concentrated in a handful of premium firms, and built for a structure that was being dismantled around it.

The company owned organizations like the Financial Times, The Economist, and Penguin. Reducing spend was complicated, and Bjarne didn’t want to initiate a painful layoff without considering all of the options. 

They began by mapping every workflow, identifying the optimal internal-to-external spend ratio for the industry, and then shifting spend deliberately from premium firms to mid-market ones for the work that did not require white glove service.

"Use a Ferrari when you need a Ferrari and use a Honda when you need a Honda,” reasons Bjarne. “Just by shifting 20% of your spend from a premium firm to a mid-market firm, you save 20 to 30% on your hourly rate. Multiply that by however many hours a year and right there you're cutting a ton of spend."

Next, Bjarne worked on shifting the perception of legal from a cost center to a department with a single client, single budget, and mandate to return on that investment. 

"I imagined myself as the CEO of a legal services business with one client: Pearson. How are we going to do this in a way that actually returns a profit? That forced me to think not just about technical and structural things, but culture and change management." 

Another critical lesson Bjarne learned from his time at Pearson is that you do not need to convince everyone; your job is to make sure everyone understands. Understanding something and agreeing are two different things. The people who understand why, even if they disagree, can be worked with. The people who neither understand nor agree with you are a separate and much harder problem.

The Three Engines of In-House Legal Value

Bjarne believes that in-house teams add unique value via three distinct engines. Most legal leaders are focusing only on two of these:

  1. Productivity: doing work faster and more efficiently than outside counsel, eliminating the friction of external coordination, and getting to answers faster than the external model allows. 

  2. Pragmatism: combining deep knowledge of the company's risk appetite, culture, and objectives with legal advice to produce something an outside provider cannot replicate. The final mile, as Bjarne puts it, is always the difference.

  3. Governance: the element most legal leaders are skipping. As AI systems become more complex and begin to interact with customers and regulators, someone must be accountable for the guardrails and escalation protocols.

"There are two things we do that no external provider can do,” explains Bjarne. “We can be proactive and prevent problems before they're problems. And we can be pragmatic by combining our deep knowledge of the company's risk appetite with legal advice and translate that into something truly valuable. They can't take the final mile."

He points to the Autobahn as an example. The German highway famously has no speed limit on dry days and digital limits that activate when it is raining and icy. The police are very  strict when those limits are on. This is true AI governance: dynamic guardrails that activate when the safety conditions require them. A legal leader who can create those guardrails and enable productivity and pragmatism is the one the CEO calls first.

What Survives the Shakedown: The Future of the Law Firm Model

Bjarne predicts that by 2030, most law firms will have coalesced into three distinct categories. Some will survive as bespoke firms that take on specialized casework. Not everyone who believes they’re in that category will survive this shift. 

"There will be boutiques in the same way there are still tailors in London who do handcrafted suits for $10,000. There just aren't that many of them,” said Bjarne. “And every firm I talk to thinks they're in the top 10."

The second category will become corporatized by private equity with a focus on technology and development of new pricing models. The third category will be the “Swiss Army Knives,” who put law at the center and wrap consulting, technology, and advisory around it.

Those that remain, who are paralyzed by AI and unable to shift around this new reality, are unlikely to survive the shakedown. Optimizing your legal services for our current market is the only way to ride the wave.

"For most firms, they're just paralyzed right now. The irony is you won't fail because you're so bad at what you do,” Bjarne said. “You will fail precisely because you are so good at what you do." 

The legal leaders who thrive in what comes next are the ones who understand the three value engines of in-house work, who are already building the governance function, and who have the tools to operate at the speed their AI factory clients now require. GC AI is built for exactly those GCs and their teams, and you can start building your own AI engine for free at gc.ai.

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GC AI: Legal AI, for In-House

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