This article explores a novel architecture that combines cross‑lingual embeddings, federated learning, and retrieval‑augmented generation to fuse multilingual knowledge graphs. The resulting system automatically harmonizes security and compliance questionnaires across regions, reducing manual translation effort, improving answer consistency, and enabling real‑time, auditable responses for global SaaS providers.

Learn how AI-driven multilingual translation can streamline global security questionnaire responses, reduce manual effort, and ensure compliance accuracy across borders.

Procurize’s new AI‑driven translation layer lets security and compliance teams answer vendor questionnaires in any language instantly. By combining large language models, domain‑specific glossaries, and real‑time validation, the platform preserves regulatory nuance, cuts response time, and expands reach into new markets without sacrificing auditability.