A few weeks ago, I read a new report from the World Economic Forum. It was about pharmaceutical research and development, analysing the transformation that artificial intelligence is driving in the life sciences sector.
I stopped several times while reading it.
Because what it described was not the story of the pharmaceutical industry alone. It was the story of every field built on knowledge.
The Report's Finding
For years, the central bottleneck in pharmaceutical research was discovery. Which molecule will work? Answering that question used to take years.
Artificial intelligence has removed that bottleneck. Far more actors can now generate hypotheses far more quickly. Discovery has been democratised.
But the report makes something else clear: the bottleneck has not disappeared. It has moved. The real challenge now comes after discovery. Turning an idea into a real-world solution, one that is operational, validated, implemented and sustainable. And doing that still requires human judgement, human commitment, and the ability to manage the emotional dimensions of complex problems.
I See This in My Own Field
The same transformation is advancing without pause in law and dispute resolution.
There was a time when the main effort went into searching case law, reviewing documents, analysing files. Artificial intelligence has dramatically accelerated those steps. More people can produce more analysis more quickly.
But the bottleneck has moved.
Building trust between parties. Seeing the real source of a dispute, the story behind the numbers. Managing the tension in the room. Preparing the ground for resolution. These are things artificial intelligence cannot do. And they are precisely the essence of mediation, facilitation and effective negotiation.
Many Are Not Ready
In a LinkedIn post about the WEF report, one sentence caught my attention: 'I see far too many individuals and organisations that are not ready for this transformation. Including high-capacity individuals and high-capacity institutions.'
Reading that, I thought to myself: it applies completely to my own field as well.
Behind everything that artificial intelligence is accelerating, the bottleneck that remains is human skill, the capacity to make an agreement hold. Listening. Building trust. Reading context. Generating creative solutions. Ensuring that an agreement actually endures.
Anyone who is deferring investment in these skills, or who believes that artificial intelligence will eventually solve them too, will find themselves stuck in that bottleneck.
Transformation Is Not a Threat
This picture does not concern me. On the contrary.
Artificial intelligence is taking over what is routine and repetitive. That opens more space for what is genuinely human: relationship, trust, judgement, context.
Mediation stands at the centre of that space. In a world accelerated by artificial intelligence, the human capacity to generate meaning and resolution becomes more valuable, not less.
The bottleneck has moved. And the new bottleneck is precisely our domain.