Juan Carlos Jiménez
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04 / 11 · REVIEWS

Review ops

An internal LLM tool that drafts and manages replies to App Store and Google Play reviews.

Context
Telefónica / Movistar Plus
Role
Proposed and led
Year
2024
Stack
LLM · Python · App Store · Google Play

The problem

Every review was read and answered by hand, a recurring job that took minutes per reply.

What I did

I proposed and led the tool. It collects reviews from both stores, classifies them, drafts a reply in the brand voice and leaves a person in control of what gets published.

What changed

Replies go out in seconds instead of minutes, and the manual workflow is gone.