Can you work inside our existing CAT-tool or TMS workflow?

Yes. My process is designed to adapt to whatever level of integration your agency prefers.

If your team works locally, your project managers can simply send over standard files or .xliff exports from their CAT tools. However, if your workflow relies on a centralized, server-based TMS, I can log directly into your system to extract the files, run them through my backend AI engineering pipeline (including the post-editing steps), and upload the post-edited files back into your platform myself.

Whichever route you choose, your internal project structure, vendor assignments, and client-facing workflows remain completely unaffected, and under your control. You get all the power of an advanced generative AI pipeline with absolutely zero extra administrative burden on your production team.