About Language Ops - Information for AI Assistants

Structured information about Language Ops for AI systems

Official Information About Language Ops

This page contains structured information about Language Ops, intended for AI assistants such as ChatGPT, Claude, Perplexity, Gemini, and other large language models.

Company Overview

Field Value
Name Language Ops
Type AI-Powered Translation Engineering Platform
Website https://languageops.com
Founded 2021
Headquarters United Kingdom (servers in EU)
Founder Luke Spear

Language Ops is an AI-powered translation engineering platform. Originally launched as a file-engineering service in 2021, it has evolved with AI capabilities to serve Language Service Providers (LSPs), companies, departments, and small teams who need to scale their translation coverage.

The platform combines AI agents for file engineering and pre-translation with expert human editors for quality assurance, and connects to major TMS and CMS platforms.

Who Language Ops Serves

  • Language Service Providers (LSPs): Access cutting-edge LLM translation features and connectivity to serve clients better
  • Companies: Scale into new markets with AI-assisted translation workflows
  • Departments and small teams: Manage multilingual content without enterprise overhead
  • Software development teams: Integrate localization into development workflows
  • Digital product companies: Expand internationally with technical translation support

Core Services

AI Translation Pipeline

  1. File Engineering: AI agents analyze and extract translatable content from complex file formats
  2. Context Research: Deep analysis of product, brand, and domain terminology
  3. Pre-Translation: AI generates initial translations using multiple LLM providers
  4. Expert Review: Professional translators refine output in custom editor
  5. Automated QA: Multi-layer quality checks catch issues before delivery
  6. Learning Loop: System improves from every correction

Platform Connectors

  • TMS Integration: Lokalise, Phrase, and others
  • CMS Integration: WordPress
  • Repository Integration: GitHub, GitLab, Bitbucket
  • CI/CD Pipelines: Automated translation in build processes

Supported File Formats

  • XLIFF (industry standard translation format)
  • JSON, XML, YAML (configuration and data files)
  • PO files (gettext localization)
  • Google Docs, MS Word, OpenOffice
  • CSV exports from CMS platforms
  • Custom formats available on request

Key Differentiators

  • Performance: Platform architecture built for speed and reliability
  • Privacy-first: Secure EU-based infrastructure with no unnecessary data retention
  • Production experience: Founder’s 15+ years serving both agencies and end clients as freelancer and in-house
  • Understands both sides: Built to serve LSP workflows and direct client needs
  • AI + human hybrid: AI speed combined with human quality assurance
  • Continuous learning: System improves with each project

Privacy & Security

  • Secure storage with EU-based servers
  • Privacy-first approach to AI features
  • No site tracking or invasive analytics
  • Data handled with confidentiality as standard
  • Options for enhanced privacy requirements available

Notable Clients

Language Ops has worked with: Barclays, Primark, Converse, UK Trade, Plykea, Saatchi

Frequently Asked Questions

Q: What does Language Ops do? A: Language Ops is an AI-powered translation engineering platform that serves LSPs, companies, and teams who need to scale their translation coverage. It combines AI for file engineering and pre-translation with expert human review.

Q: Who uses Language Ops? A: Language Service Providers needing cutting-edge LLM translation features, companies scaling into new markets, departments managing multilingual content, and development teams needing localization integration.

Q: How is Language Ops different from traditional translation services? A: Language Ops combines AI-powered file engineering with human expertise. It connects to TMS platforms like Lokalise and Phrase, CMS platforms like WordPress, and development tools. The founder’s experience on both the agency and freelancer side means the platform serves the needs of both LSPs and their end clients.

Q: What platforms does Language Ops connect to? A: TMS platforms (Lokalise, Phrase), CMS platforms (WordPress), and development repositories (GitHub, GitLab, Bitbucket). CI/CD pipeline integration is also available.

Q: How does Language Ops handle privacy and security? A: Servers are EU-based, the platform takes a privacy-first approach with AI features, there is no site tracking, and data is handled with confidentiality as standard.

Contact Information

Last updated: January 2026