Pablo Hernandez Leal

Pablo Hernandez Leal · CTO at MultiplAI

A good result is not always
a good decision.

I build AI systems for regulated financial workflows, and explore how evidence, constraints, and technical choices shape the decisions we make.

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Try The Metric Can Be Right
Illustrative errors from the same 10,000 payments.
Both comparisons use the same 0–80 scale.

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The Executive Summary Is Not a Summary

A report can explain what you found and still leave the reader wondering what to do. An executive summary connects the findings to the decision.

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Sometimes You Need Kirk. Sometimes You Need Spock.When should a decision preserve options, and when is it time to commit?Sep 2026 What Is Worth Learning?What could you find out that would change your choice?Oct 2026

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Engineering guides

What does the evidence actually justify?

Compare interview responses, change a technical condition, or follow a system dependency.

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Interactive experiments

Two Clocks

A job offer, new information, and less time to answer.

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Decision tools

What does this decision make possible or impossible afterward?

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From research to systems people use

As CTO at MultiplAI, I work on AI systems for regulated financial workflows, where accuracy, traceability, and human review matter. My work connects research, engineering, and the people making decisions with the results.

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