Tag

multilingual

3 articles

Editor Update

Guardrails for AI Refund Automation: When Multilingual Self-Service Can Issue Refunds, and When It Shouldn't

Cross-border sellers want AI to handle refunds self-service across 15 languages without getting gamed. Here is which refunds are safe to fully automate, why the multilingual layer breaks first, and the three guardrails you need: a hard amount cap, a confidence threshold, and fraud controls. With setup notes for Gorgias, Intercom Fin, and Zendesk.

Multilingual AI Copywriting: Tools and Workflow for Cross-Border Sellers 2026

Cross-border sellers maintain listing copy, emails, ads, and support scripts across multiple language markets. AI has turned multilingual copy from translation into localized generation, but raw machine translation still fails. This covers the full workflow for cross-border multilingual copy: which tools, how to generate per use case, and how to localize and review so the output is fast and doesn't embarrass you.