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On airSeason 01EP 0619 min

A tax assistant that can be wrong out loud

Building a Gemini-backed consultant in Persian without letting fluency impersonate a license.

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A tax assistant that can be wrong out loud

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The tax chatbot is the loudest Homodyn object: a model that speaks like an advisor inside a domain where being wrong has a legal shape. This cut is the fences, not the prompts.

Chatbot based on Gemini 2.0 Flash for tax and business consulting in Persian.

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Field notes

01

Fluency is the hazard

Persian users will trust a sentence that sounds like a good accountant. That is the failure mode. We made the assistant show the article it thinks it is using, and refuse when the retrieve step is empty.

02

Language is not a skin

A translated English tax bot is a different product. Forms, calendars, and the way people name a 'year' are local. We treated locale as a constraint table, not an i18n folder.

03

Someone still signs

The assistant drafts. A human with a license still owns the filing. The product is honest about that on every screen, including the ones that feel like chat.