Ryan Petersen(@typesfast):How can you trust probabilistic AI in a high stakes domain like customs compliance? At @flexport our answer is to use the LLMs to write code, which once signed off on by human experts runs deterministically every time. I explain how we're using this approach in our new business rules engine for handling customs compliance automation.

Ryan Petersen

@typesfast

Founder and CEO of Flexport. Tariff whisperer

Joined October 2011

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Ryan Petersen@typesfast

2026.10.07 15:30

How can you trust probabilistic AI in a high stakes domain like customs compliance? At @flexport our answer is to use the LLMs to write code, which once signed off on by human experts runs deterministically every time. I explain how we're using this approach in our new business rules engine for handling customs compliance automation.