Translation Quality Automation Professional delivery with a clear workflow
Quantifiable language quality gates: automated scoring, terminology consistency scans, compliance pattern detection and TM health governance. Integrates with major TMS or CI/CD to block low-quality strings pre-release and objectify vendor management.
- PSB Reg. No. 3101150909750
- TAC Institutional Member
- ISO 17100 Certified Quality
- Strict Enterprise NDA
Trusted by Global Fortune 500 & Industry Leaders
Empowering global translation & localization across manufacturing, healthcare, finance and tech
APPLE
Consumer Tech & OS
SIEMENS
Industrial Automation
BOSCH
Automotive & Mobility
SHISEIDO
Beauty & Luxury
SANOFI
Healthcare & Pharma
DAIICHI SANKYO
Pharmaceuticals & Oncology
MEDTRONIC
Medical Devices
ABB
Power & Robotics
SCHNEIDER
Energy & Automation
KOBAYASHI
Consumer Healthcare
BYD
New Energy Vehicles
PFIZER
Biopharma & Clinical
APPLE
Consumer Tech & OS
SIEMENS
Industrial Automation
BOSCH
Automotive & Mobility
SHISEIDO
Beauty & Luxury
SANOFI
Healthcare & Pharma
DAIICHI SANKYO
Pharmaceuticals & Oncology
MEDTRONIC
Medical Devices
ABB
Power & Robotics
SCHNEIDER
Energy & Automation
KOBAYASHI
Consumer Healthcare
BYD
New Energy Vehicles
PFIZER
Biopharma & Clinical
Quality automation scope
Quantifiable language quality gates: automated scoring, terminology consistency scans, compliance pattern detection and TM health governance. Integrates with major TMS or CI/CD to block low-quality strings pre-release and objectify vendor management.
Key Capabilities
Quality automation scope
Rules engine plus human sampling—quality as trackable metrics.
Quality scoring
MQM/custom rubric auto-scoring with human calibration.
Terminology checks
TB violations, do-not-translate, brand casing and variant detection.
Compliance detection
Medical claims, financial promises, privacy wording risk scans.
Memory management
TM leverage analysis, stale segment cleanup and merge strategy.
Why Linguist for Translation Quality Automation
Translation quality scoring, terminology consistency checks, compliance detection and translation memory management
Quality scoring
Quality scoring delivered with PM oversight and domain linguists.
Terminology checks
Terminology checks delivered with PM oversight and domain linguists.
Compliance detection
Compliance detection delivered with PM oversight and domain linguists.
Memory management
Memory management delivered with PM oversight and domain linguists.
Typical deliverables
Rules engine plus human sampling—quality as trackable metrics.
Project Preparation
The following information helps accurately assess scope, timelines, and quotation.
Quality model
MQM, LISA or client-specific deduction standards.
Term assets
TB/TM formats, update cadence and authoritative sources.
Integration points
TMS, Git PR, pre-CMS publish triggers.
Threshold policy
Block vs warn; error-type weights.
Sampling plan
Full auto-check plus human re-check rate and language coverage.
Quality automation rollout
Rule design through monitoring with continuous tuning.
Typical deliverables
- QA rule pack and documentation
- Quality dashboard template
- Pilot comparison report
- Vendor score export scheme
Scope notes
- Third-party QA tool licenses client-funded or procured separately
- Automation cannot replace statutory or domain final review
- Highly creative copy may need relaxed rules
- Custom NLP model training outside standard implementation
Enterprise RESTful Translation API & CI/CD Pipeline
Seamlessly embed certified human-in-the-loop translation, TM governance, and terminology lookups into your GitHub Actions, CMS, and ERP systems.
⚡ 4-Step Continuous Localization Pipeline
Git Commit / CMS Webhook
Auto triggers on code push or CMS publish.
TM Vault & Terminology Match
100% leverages pre-approved glossaries.
ISO 17100 Dual Native Pass
In-country native experts review and approve.
Automated Callback & Release
Auto PR creation or instant API callback.
curl -X POST https://api.worldlingo.cn/v1/translate \
-H "Authorization: Bearer wl_live_sec_89f02c4b" \
-H "Content-Type: application/json" \
-d '{
"source_lang": "en",
"target_langs": ["zh", "ja", "de"],
"domain": "medical_iso13485",
"quality_tier": "iso17100_native_review",
"tm_vault_id": "tm_enterprise_sanofi_2026",
"text": "The patient monitor must maintain continuous ECG telemetry during MRI scanning.",
"callback_url": "https://client-corp.com/api/webhooks/translation-ready"
}' {
"status": "success",
"job_id": "job_wl_2026_98821a",
"domain": "medical_iso13485",
"lqa_score": 99.9,
"term_vault_matches": 3,
"translations": {
"zh": "在核磁共振 (MRI) 扫描期间,患者监护仪必须保持不间断的心电遥测 (ECG)。",
"ja": "MRIスキャン中、生体情報モニタは連続的な心電図(ECG)テレメトリを維持しなければならない。",
"de": "Der Patientenmonitor muss während der MRT-Untersuchung eine kontinuierliche EKG-Telemetrie aufrechterhalten."
}
} ISO 17100 6-Step Delivery Pipeline & SLA Timeline
Transparent milestone tracking from 24-hour rapid turnaround to enterprise continuous releases.
Term Extraction & Sign-off
Extract core glossary & align with client
Expert Team Translation
Modular parallel translation in TMS
100% Native Final Review
Full in-country native polishing
Print-grade DTP Layout
InDesign / CAD / Word 1:1 reproduction
Full MQM LQA Audit
Cross-check metrics & compliance
Certified Delivery & Warranty
Deliver all open files + 30-day warranty
Frequently asked questions
Common questions on pricing, turnaround, confidentiality and file formats—contact us for anything else.
Ready to Start Your Project?
Submit your requirements and files. Our consultant will provide a transparent quote and timeline within 24 hours.
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Ready to Start Your Project?
Submit your requirements and files. Our consultant will provide a transparent quote and timeline within 24 hours.
Ready to discuss your Translation Quality Automation project?
Submit your materials to receive a tailored assessment and quotation.