Architecture · AI services

Translation and scam flags

Translates chat for free and flags money requests, crypto pitches and pressure to move off the platform.

As of September 2026 · Peoplarium is a Digi117 venture in development.

  • LayerAI services
  • Runs onCommercial language-model APIs
  • What it costsIncluded in the AI line; smaller models keep it low
  • AI
  • Trust and safety

Free text translation

Vancouver is multilingual. Text translation is free for everyone; live voice translation costs more and waits for Plus.

Scam flags

Romance scams start with money, crypto and a push to another app. The member sees a warning; the moderation pipeline sees the flag.

What it talks to

  • API on Cloudflare Workers: One API for the whole product. It checks who the member is and what they may see, then calls the right module.
  • Chat and rooms: Keeps live state for one-to-one and group chats, plan rooms and the voice speed-meet queue: who is in, whose turn, how long is left.
  • Moderation pipeline: Classifies messages, photos, voice and reports, applies written rules through an action ladder, sends reasons and routes appeals.

Designed for

  • Flags warn the member; they do not read out private chats to anyone
  • Live voice translation is a later, paid feature

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