I believe one of the greatest untapped assets in every organisation is the expertise that exists inside people's heads. At yoorz.ai, we help founders, business owners and organisations transform that expertise into Interactive Digital Assets through what we call Standard Operating Personas (SOPs). An SOP captures the knowledge, judgement and experience of an individual, making it accessible 24/7 to support customers, train teams, answer questions, generate market intelligence and create new commercial opportunities. Our philosophy is simple: Human expertise shouldn't disappear. It should compound. Unlike generic AI assistants, every Standard Operating Persona is built around the unique expertise of a specific person or organisation. The result is a digital asset that can scale knowledge far beyond the limits of time, geography or availability. Today, we're working with founders, creators and businesses across multiple industries, helping them preserve expertise, improve customer engagement, accelerate onboarding, and unlock entirely new ways of creating value. Our work typically begins with either an AI Opportunity Audit or a Commercial Transformation Framework, ensuring we understand where expertise creates the greatest commercial impact before recommending any technology. My background spans over 20 years in institutional finance, having worked in London and New York with firms including J.P. Morgan, Merrill Lynch, UBS and Citi, before founding yoorz.ai. Every Sunday I share my thoughts on AI, business transformation, entrepreneurship and the future of human expertise through this newsletter. If you'd like to learn more about transforming expertise into a scalable business asset, I'd love to have you along for the journey. Website: www.yoorz.ai
You Don’t Extract Wisdom
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Good morning Reader, Before today's thought, if you’d like to join the waitlist for The Expertise Asset White Paper when it’s published, email info@yoorz.ai with “INTERESTED” in the subject line. Nothing compounds sitting still.
Capital has to be deployed.
Relationships have to be developed.
Ideas have to be acted upon.
And wisdom has to circulate.
This week, through conversations, demos, follow-ups and continuing work on the White Paper, another question has kept coming up: How do you actually capture somebody’s real expertise?
The obvious word people use is extraction.
Extract their knowledge.
Extract their decision-making.
Extract their experience.
But increasingly, I think that language is wrong.
You don’t extract wisdom.
Someone has to choose to give it.
Because the most valuable expertise rarely sits neatly inside a document. It lives in the stories.
The mistakes.
The exceptions.
The uncomfortable decisions.
The moments when the rulebook stopped working.
The judgement somebody developed because they lived through something repeatedly.
And you don’t get that simply by uploading 500 documents into an AI system. You get closer to it by asking better questions. By creating trust. By allowing somebody to explain why they made a decision, not simply what they decided. Questions like: What would make you change your mind?
When does this rule stop applying?
What mistake taught you that?
What do you notice that somebody less experienced might miss?
And that requires something technology alone cannot manufacture: Willingness. The expert has to want to do it. That distinction has become increasingly important to me. Because we're not trying to find a "back door" into somebody's tacit knowledge. We're not trying to help organisations secretly “download” their best people. And the expert isn't simply training their replacement. They are deliberately turning decades of accumulated knowledge, judgement and experience into an asset. Something that can extend beyond the limits of their time.
Something they can govern.
Something they can share.
Something others can interact with.
Something that can continue to evolve.
That is increasingly how I think about a Standard Operating Persona (SOP) by YOORZ®. It isn't simply a repository of somebody's answers. The ambition is to capture enough of their judgement, context, pattern recognition and reasoning that another person can interact with that expertise even when the expert isn't in the room. And then something else happens. Those interactions begin generating intelligence of their own. What are people repeatedly asking?
Where are the knowledge gaps?
Which problems keep appearing?
What is misunderstood?
Where might an unmet need or commercial opportunity exist?
So perhaps the progression looks something like this: Knowledge is preserved.
Expertise becomes accessible.
Interaction generates intelligence.
Intelligence compounds.
But none of that begins without the human being willing to share what they know. This feels particularly important when we start talking about founders, senior executives, investors, portfolio managers, family businesses and people who have accumulated decades of experience. Their wisdom isn't simply a dataset waiting to be mined. It is something valuable enough to deserve consent, ownership and stewardship. This week reminded me again that the technology may be extraordinary. But the human relationship still comes first. So one question for this Sunday: If you could preserve what you’ve learned over your lifetime, what would you want others to understand, and what would you deliberately choose to pass on? Have a wonderful Sunday. Dilan Founder & CEO |
Dilan Abeya
I believe one of the greatest untapped assets in every organisation is the expertise that exists inside people's heads. At yoorz.ai, we help founders, business owners and organisations transform that expertise into Interactive Digital Assets through what we call Standard Operating Personas (SOPs). An SOP captures the knowledge, judgement and experience of an individual, making it accessible 24/7 to support customers, train teams, answer questions, generate market intelligence and create new commercial opportunities. Our philosophy is simple: Human expertise shouldn't disappear. It should compound. Unlike generic AI assistants, every Standard Operating Persona is built around the unique expertise of a specific person or organisation. The result is a digital asset that can scale knowledge far beyond the limits of time, geography or availability. Today, we're working with founders, creators and businesses across multiple industries, helping them preserve expertise, improve customer engagement, accelerate onboarding, and unlock entirely new ways of creating value. Our work typically begins with either an AI Opportunity Audit or a Commercial Transformation Framework, ensuring we understand where expertise creates the greatest commercial impact before recommending any technology. My background spans over 20 years in institutional finance, having worked in London and New York with firms including J.P. Morgan, Merrill Lynch, UBS and Citi, before founding yoorz.ai. Every Sunday I share my thoughts on AI, business transformation, entrepreneurship and the future of human expertise through this newsletter. If you'd like to learn more about transforming expertise into a scalable business asset, I'd love to have you along for the journey. Website: www.yoorz.ai
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