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RESEARCH

Research + prototype

Reliable AI agents for online-store operations.

How an agent can own one repeated workflow without taking authority away from the merchant.

RESEARCH FRAME

Thesis

Repeated store work is fragmented across tools.

Why now

A narrow working prototype now provides a concrete interface to evaluate.

Unresolved work

Permissions, auditability, evaluations, and recovery remain unresolved product work.

Graduation signal

A workflow graduates only after the full proposal, approval, action, and verification loop is evidenced.

Enes Özkan · 26 July 2026 · 2 min read

RESEARCH

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