AIPE Workflow

AIPE is Glodom’s human-AI collaborative translation workflow. After file upload and language asset integration, T-agent performs machine translation, while R-agent identifies quality issues such as terminology, grammar, and style inconsistencies. Translators use E-agent for issue correction and complete post-editing in Trados, followed by R-agent validation to ensure delivery quality.

Machine Translation → AI Review → Human Post-Editing → AI Validation

This workflow combines AI efficiency with human expertise, enabling faster delivery while maintaining translation quality.

Quality Assurance

AIPE adopts a dual-layer quality model: AI-powered screening + expert human review.

Powered by Glodom’s proprietary QA tools and LLM technology, R-agent automatically checks terminology consistency, numbers, units, tags, and translation fluency, with issues traceable at paragraph or sentence level. Experienced linguists perform post-editing in professional CAT tools such as Trados, supported by AI-generated reports. Translation memories and terminology databases ensure consistency, while version tracking enables full process traceability.

AIQA

AIQA is the core quality assurance module of Glodom’s AIPE services. Combining rule-based QA engines with LLM-based semantic analysis, it goes beyond traditional keyword matching.

AIQA detects errors in spelling, numbers, and tags while evaluating semantic accuracy, logical consistency, and domain-specific requirements. It can also identify translations that are grammatically correct but lack naturalness.

Advantages

Compared with fully human translation, AIPE reduces costs and shortens delivery cycles, especially for fast-changing content such as technical documents, game updates, and app releases.

Through AI review combined with expert post-editing, AIPE delivers both speed and quality. Translation memories, terminology databases, and QA rules continuously accumulate, enabling reusable language assets and increasingly consistent delivery.