Multilingual Support Translator

Replaces a $48k bilingual Support Coordinator. Translates 100+ languages, both directions.

The Problem

An SMB owner spends $48k/yr on a bilingual Support Coordinator (or pays $0.20/word to a translation agency) to handle Spanish, Portuguese, Mandarin, and Arabic tickets. The role is 90% language-conversion — exactly what an open multilingual model does for free, with Claude on top to keep the brand voice.

The Outcome

Non-English ticket arrives → agent detects the language, translates the ticket to English for the rep, drafts a reply in English, then back-translates the reply into the customer's language preserving tone, and posts both side-by-side for one-click send.

Day in the Life

Tue 6:14am: Spanish-language email about return policy → agent translates ticket EN, drafts reply ES, attaches glossary

Tue 9:30am: Portuguese voice voicemail → agent transcribes PT, translates EN, summarizes 3-bullet, routes to bilingual queue

Daily: builds a per-customer language preference table; routes future tickets without re-detecting

Deploy Specs

Runtime

python

Pattern

native-agent

Tier

heavy

Setup Time

hours

Required Env Vars

ANTHROPIC_API_KEYSEAMLESS_MODEL_PATHGMAIL_OAUTH_TOKENSLACK_BOT_TOKENTWILIO_ACCOUNT_SIDTWILIO_AUTH_TOKEN

Integrations

GmailSlackTwilio VoiceChatwoot

GitHub Source

Repository

facebookresearch/seamless_communication

Stars

11,771

License

MIT

Last Commit

2026-04-08

Replace

Bilingual Support Coordinator

$48,000/yr

AgentDepot

$299/month

Save $44,412/yr · 13.4x cheaper

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Also Replaces

×DeepL Pro $30/mo per user

×Smartling enterprise $1k+/mo

×Unbabel $300/mo

×Lokalise $120/mo

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Bundles Well With

→ livekit-voice-receptionist → chatwoot-ticket-triage → kotaemon-faq-helper