Research
Numbers the discipline can defend
Benchmarks, field data and case studies. The Association’s working groups write the standards. The Institute shows where a draft holds and where it breaks.
Instrument
The LangOps Maturity Index™
A practical roadmap for transforming language operations.
The index places an organisation on five maturity horizons, from linguistic operations to the Content & Knowledge Company, across five transformation layers: Strategic Foundation, Technological Integration, Data & Knowledge Management, People & Capability, and Value & Impact.
Two paths lead through it, one for language service providers and one for enterprises building an internal LangOps function. Cost-to-value guidance and research from Slator, Nimdzi, CSA Research and XTM International sit alongside.
Programmes
Four research programmes
Maturity benchmark
The index is collected twice a year and compared across industries, so a score always comes with a peer group.
Field data for the five core metrics
Language lead time, deployment frequency, defect escape rate, recovery time and terminology consistency rate. Version 0.9 is written in the Association’s Metrics working group. The Institute tests it against live programmes.
Multilingual knowledge systems and the AI substrate
How terminology quality changes retrieval accuracy, hallucination rates and the cost of correction, studied with universities and technology vendors.
Case collection
Documented transformations with the numbers attached, from pharma and machinery to e-commerce and the public sector. The collection grows towards one hundred cases.
Case study
BLEND: Sprint25 in a language service provider
How BLEND moved from fragmented localization to a single LangOps operating model.
Governance, quality and AI workflows were designed as one system, and maturity targets replaced ad-hoc decisions and vendor dependency.
Research Notes
Insights, perspective and case studies
- Engineering the Future of Translation Automation: Phase 1 Results
- Building a Knowledge Graph from Scratch: Lessons from a Learning Journey
- AI Skills for Localization Professionals in 2026: What You Need to Know
- The Great AI Reckoning and a Path Forward
- LangOps Institute Expands Certification Role as Partnership with TranslaStars Adds Targeted Course Portfolio
- LangOps Institute Statement at the UN Office Geneva
- Balancing Language as a Human Right and Responsibility
- Perspective: The Language Paradox
- Is LangOps the new DevOps for Global Communication?
- Create More Context-Aware Global Engagement
- Content Centralization: The Foundation of Modern Globalization
Propose a study
Universities, vendors and companies with data or research questions are welcome to write.
Working groups write the standards
Working groups write and vote on the standards. Our data tells them where a draft breaks.