This video is a brief introduction to my Outsourced LangOps Engineering services.

What are the advantages of the GAIT-Augmented MT + MTPE workflows for boutique LSPs?

Outsourcing your LangOps engineering based on GAIT-Augmented MT & MTPE provides the following benefits:

  • Instant deployment: A plug-and-play workflow you can sell to your clients immediately, requiring no staff training, system setup, or trial-and-error
  • Protected margins: Completely free of upfront capital investments, fixed monthly overhead, and restrictive long-term contracts
  • Zero operational drag: Integrates easily with your current handoff processes, requiring no IT maintenance, workflow restructuring, or additional execution steps from your team
  • End-to-end technical execution: I manage all complex CAT tool preparation, tagging, and file processing through a rigorous 12-step process.
  • Superior output quality: Delivers AI translation that is more accurate, consistent, and fluent than legacy MT (like DeepL) or basic CAT-tool plugins, while adhering to project specifications.
  • Happier, loyal translators: Your best linguists get highly contextualized MT to edit inside their preferred tools, keeping them engaged and respected rather than treating them like cleanup crews.
  • A stronger competitive edge: Perfectly leverages your natural advantages as a boutique LSP—low overhead, fast turnarounds, human expertise, and deep client trust—allowing you to win on your own terms.