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Ayumi Research

Building AI agents that work through scientific rigor and controlled chaos.

We run experiments with autonomous AI agents — building them to fill real competency and skill gaps, not just demo capabilities. Each agent is designed with intention, tested with rigor, and iterated until it works or breaks.

scientific.rigor

Hypothesis-driven development, measured outcomes, documented failures.

intentional.design

Each agent has a specific role and clear boundaries.

controlled.chaos

Where rigor doesn't reach, we experiment until things work or break.

felix
Supply chain intelligence
fonda
Research assistant
founder.agent
Agent builder kit
infrastructure
Operational
experiments
Ongoing
documentation
In progress