ALEXANDRIA, VA β June 22, 2026 β Alconost has released a free online tool that builds a production-ready glossary from your existing content files in minutes. You upload JSON, XLIFF, Excel, CSV, or plain text, and get every term with a clear definition and a count of how often it appears, so you can see what to prioritize. If your files already include translations, those are pulled in too.
Four steps to your glossary
- Upload your files β JSON, XLIFF, Excel, CSV, or TXT.
- Find candidate terms β the tool pulls a shortlist of likely terminology.
- AI review & definitions β AI keeps the real terms and writes a definition for each.
- Review & download β check the final glossary, edit anything you want, and download as CSV.
What the tool builds: a term base
For every term, you get the part of speech, a definition, a count of how often it appears, and translations when your files contain them. This is the format your translators and CAT tools work with.β¨β¨
Accurate by design
Instead of relying on AI alone, the tool works in two steps so each part does only what it's actually good at.
First, fast traditional algorithms (NLP) scan the whole document and pull out candidate terms: key nouns, multi-word phrases, product names, and brands. This step handles the heavy lifting on volume, so AI doesn't need to look at every word.
Then a language model (LLM) takes only that shortlist and applies real judgment. It removes ordinary words that aren't real terms, writes a clear, context-aware definition for each one it keeps, flags terms that should stay untranslated (like brand names), and pulls the right translation when your file already contains translations.
You get AI-level accuracy without running an LLM over the entire document, which would take much longer. The statistics do the volume work, the LLM does the judgment work. And frequency counts aren't left to the AI either β exact code walks the text and counts every occurrence precisely, so the numbers you see are always reliable.
Powered by leading AI models from OpenAI, Anthropic, and Google.β¨β¨
Availability
The glossary generator is free to use and available at alconost.mt/glossary.β¨β¨
About Alconostβ¨
Founded in 2004, Alconost is a leading provider of localization services, offering professional translation, localization testing, and language quality assurance services. The company serves clients across gaming, software, mobile apps, and digital content industries worldwide, with offices in multiple countries and a network of over 3,000 linguists.β¨β¨
Alconost Inc.β¨
700 N Fairfax St, Suite 614-C, Alexandria, Virginia 22314, USβ¨
+1 (571) 357 3985
info@alconost.com
