MTPE · Prompt l10n · Content governance
AI Localization & Quality Automation
Language-layer services for AI go-global and automated content: MTPE, prompt localization, AI output review, terminology/TM governance and automated QA—with tiered quality by content risk.
Project-based pricing
Service overview
AI accelerates content output but introduces terminology drift, compliance risk and quality variance. Linguist unifies MTPE, prompt localization, AI output review and automated QA in one governance framework—with tiered handling by content criticality.
- High-volume MTPE for cost-efficient localization
- Multilingual optimization of LLM prompts and system instructions
- Quality and compliance review of AI-generated marketing/support copy
- Enterprise glossary and TM governance
- Crowdin, Phrase, custom CMS and API integration
- MQM / BLEU automated sampling plus human scoring
Service highlights
MTPE post-editing at scale
Multilingual LLM prompt optimization
AI-generated copy compliance review
Enterprise glossary and TM governance
TMS / API system integration
MQM automated scoring with human sampling
AI localization services
Balance speed and quality for AI go-global and automated content pipelines.
MTPE
Machine translation plus human polish for high-volume content.
Prompt localization
LLM prompts, system instructions and response templates in multiple languages.
AI output review
Marketing, support and generated content for quality and compliance.
Terminology & TM
Enterprise glossaries and translation memory for human-AI consistency.
TMS / API integration
Crowdin, Phrase, custom CMS and automation hooks.
Quality scoring
Automated BLEU / MQM sampling combined with human evaluation.
Why Linguist AI localization
Traditional L10n quality discipline plus practical AI workflow implementation.
Tiered quality
MTPE levels by content type; critical content stays fully human.
Data security
Private deployment and redaction guidance for enterprise compliance.
Pilot first
Small PoC batches before scale to reduce transformation risk.
Advisory
Architecture, vendor selection and process design consulting.
Content & tools
Mainstream AI and L10n platforms with pipelines by content type.
Typical use cases
Keep language quality controllable while scaling AI and automated content.
AI localization implementation workflow
Pilot quality and ROI before scaling.
Content tiering
Classify external/internal, legal risk and update frequency for MTPE vs full human.
PoC pilot
Small batches to validate engines, prompts and QA rules; set quality baseline.
Pipeline rollout
Connect TMS/API; establish terminology, TM, review and auto-QA workflow.
Monitor & optimize
Track quality scores and cost; iterate rules and linguist training.
FAQ
Frequently asked questions
Common questions on pricing, turnaround, confidentiality and file formats—contact us for anything else.
How do AI and human translation work together?
Can you use our MT engine and terminology rules?
How much does AI Localization & Quality Automation cost?
What factors affect translation pricing?
How long does translation take?
Can you handle urgent projects?
Need a quote for this service?
Send your files, languages and deadline—we respond within 24 hours with assessment and pricing.