The Bluente Blog: AI Translation Insights

What BLEU and COMET actually measure, why automatic metrics mislead on professional documents, and what to measure instead when formatting and terminology matter.

How law firms run translation glossaries per matter rather than per firm: harvesting the definitions clause, layered inheritance, handover between fee earners, and archiving at close.

In financial translation the unit of consistency is the reporting set and the time series, not the file. How captions, comparatives, auditors and term base versioning fit together.

hat happens when a term base requires one rendering and the sentence demands another — the three possible behaviours, where conflicts cluster, and what an enforcement report must contain.

What happens when a term base requires one rendering and the sentence demands another — the three possible behaviours, where conflicts cluster, and what an enforcement report must contain.

An end-to-end pipeline for M&A diligence translation: data room intake, triage, deduplication, batching, deal glossaries, delivery and audit record.

Who can open a confidential file in a translation platform — inside your own firm and inside the vendor's. Scoping, audit logging and offboarding.

Designing a translation integration for bursty legal volume: time to drain, concurrency limits, batch endpoints, 429 handling and backpressure.

Where automated document translation is defensible in regulated work, where a human signature is required, and what the standards actually say about post-editing machine output.

Who can open a confidential file in a translation platform — inside your own firm and inside the vendor's. Scoping, audit logging and offboarding.

A staged 90-day plan for rolling out document translation across an enterprise: baseline, term base, integration, review tiering, audit record and the go-wide decision.

To translate a product recall or Field Safety Notice (FSN), use a document translation platform that preserves the regulated template exactly while delivering every market's official language within hours, not days.