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Fractional Chief AI Officer
Peter Tegelaar

Peter Tegelaar is a trusted advisor to fintechs and growth-stage startups navigating the adoption of AI. As a Fractional Chief AI Officer and consultant, he helps organizations move fast without sacrificing precision, whether launching new AI initiatives or transforming existing risk decisioning systems.

Peter brings a uniquely outcome-oriented approach to his work, focusing on co-designing agentic AI workflows, stress-testing investor-facing data narratives, and helping leadership teams prioritize, implement, and scale high-impact AI strategies.

Before advising startups, Peter built and led high-performing data organizations at scale. At Klarna, he grew the data science function from 20 to more than 110 scientists. He later served as Chief Data Officer at Catawiki - recognized as the world’s fastest-growing tech company by Deloitte in 2015 - and was the founder of the first Dutch startup accepted into Y Combinator.

Peter Tegelaar's articles

AI
5 min read

The AI deployment playbook for financial institutions: From idea to scalable impact

Peter Tegelaar shares practical frameworks to move stalled AI pilots in fraud, credit, and AML into full production, tackling the challenges many teams face today.
AI, GenAI, Fraud
5 min read

How LLMs are becoming investigative partners in fintech fraud detection

Peter Tegelaar (AI & Data Science Expert) explores how LLMs are reshaping fraud detection in fintech—balancing automation with expert oversight.

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