Translating a safety case is a six-step job, and a safety claim never ships on machine output alone. Here is the AI translation method for functional safety documentation under IEC 61508 and ISO 26262, with certified engineer review.

BLEU measures word overlap and COMET predicts quality with a trained model. See how to use each for regulated content, with controls, criteria and failure modes.

Six AI translation services for EV battery, inverter and charging-infrastructure documentation, ranked on electrical unit integrity, safety-warning accuracy, term-base control, EU data residency, and certified review under ISO 17100, ISO 18587, ISO 27001 and ISO 42001, against the Batteries Regulation (EU) 2023/1542 and AFIR (EU) 2023/1804.

Compare leading eCTD software for FDA submissions: Lorenz docuBridge, EXTEDO, Veeva, Certara and LATOK, with selection criteria, failure modes and translation controls.

Compare Oracle Argus, ArisGlobal LifeSphere and Veeva Vault Safety against FDA E2B(R3) rules, validation duties and multilingual case data controls for US drug safety teams.

Compare on-prem LLM families (Qwen3, Llama, Mistral, Gemma, Phi-4, gpt-oss) for regulated US translation: licenses, GPU memory, controls and failure modes.

Dual-use technical data can run on AI translation, but only inside a controlled EU-hosted workflow with no public cloud. We explain why, under Regulation (EU) 2021/821.

Six AI translation companies for heavy machinery and industrial equipment manuals, ranked on safety-warning accuracy, terminology consistency across product families, Machinery Regulation (EU) 2023/1230 readiness for 20 January 2027, and certified review under ISO 17100, ISO 18587, ISO 27001 and ISO 42001.

Seven Edge AI and electronics document types, sorted into AI translation with certified human review or full human translation under the AI Act, the Cyber Resilience Act and the Machinery Regulation.

How pseudonymization, anonymization and HIPAA de-identification differ under GDPR and US law, with steps, decision criteria, examples and failure modes.