# Crowdin Dreams

> AI that Learns from Every Human Correction

URL: https://store.crowdin.com/crowdin-dreams
Identifier: crowdin-dreams
Category: AI
Type: App
Author: Crowdin

**Turn your translators' edits into glossary terms and style guide rules that make AI translations better over time.**

  Every time a human corrects an AI translation, they reveal something the AI didn't know — a preferred term, a tone of voice, a locale-specific convention. Usually that knowledge disappears into the edit history. Crowdin Dreams captures it: the app continuously
  compares AI translations with their human corrections, detects repeating patterns, and turns them into actionable suggestions — "dreams" — you can apply with one click.

  Applied suggestions feed straight back into your AI resources, so the next pre-translation makes fewer of the same mistakes — and your team spends less time correcting them.

  ## What you get

  Dreams come in two categories:

  - **Glossary terms** — words and phrases your translators consistently correct to a specific translation. Applying one adds it to your project glossary.
  - **Style guide rules** — recurring patterns beyond terminology: tone, formality, punctuation, date/quote formatting, and other locale conventions. Applying one appends it to your style guide, where AI pre-translation picks it up automatically.

  Each suggestion shows the reasoning and real before/after examples from your own project, so reviewers can judge it in seconds. Apply it, or dismiss it — dismissed suggestions won't come back.

  ## How it works

  1. **Install the app** and open its settings from your organization settings (Crowdin Enterprise) or profile settings (Crowdin).
  2. **Pick an AI model** — any provider configured in your AI settings works: Crowdin AI, Anthropic, OpenAI, Google Gemini, Mistral, Azure OpenAI, Amazon Bedrock, and others. No extra API keys needed.
  3. **Enable the projects** you want analyzed — nothing is analyzed until you opt in.
![crowdin ai translations assistant that learns from edits](<https://developers.app.crowdin.net/api/media/file/ai-exp.crowdin.com_u_projects_231_advisors_context_5083%20(1).png>)
  4. **Let it work in the background.** Once a day the app collects fresh human corrections of AI translations in enabled projects and analyzes them. Need results right away? Hit **Generate Now** on the project's Dreams tab.
  5. **Review and apply** suggestions from the **Dreams** tab in project Tools — or directly from the **Project Advisor** cards, which surface pending glossary and style guide suggestions per project.
![ai translations assistant for your project that learns from human edits](https://developers.app.crowdin.net/api/media/file/ai-exp.crowdin.com_u_projects_231_advisors_context_5083.png)
  ## Key benefits

  - **Compounding quality** — every applied suggestion improves all future AI translations, not just one string.
  - **Grounded in your data** — suggestions come only from your translators' actual corrections, with examples to prove it.
  - **Any AI provider** — uses the model you already have configured in Crowdin's AI settings.
  - **Zero workflow changes** — translators keep working as usual; the app learns silently in the background.
  - **Human in the loop** — nothing changes your glossaries or style guides until a person approves it.
  - **Full transparency** — an Issues tab shows any analysis that failed and lets you retry it in place.

  ## Notes

  - Projects are **opt-in**: after installation, no projects are analyzed until you enable them.
  - An organization admin must select an AI model in the app settings and have that provider **enabled** in Crowdin AI settings.
  - Analysis quality grows with volume — the more AI pre-translation + human editing activity a project has, the better the suggestions.