Translation Process Automation
Streamline workflows and cut turnaround — automation that removes the manual steps from localization.
What translation automation means at Maka
Why it matters
Manual steps slow projects and introduce errors. Automation speeds delivery, reduces cost and frees your team for higher-value work.
Faster turnaround
Automation removes copy-paste and routing mistakes, so quality stays consistent.
Lower cost
Reusing past translations and removing manual handling cuts both effort and spend.
Fewer errors
Automation removes copy-paste and routing mistakes, so quality stays consistent.
What we automate
File preparation and routing, translation-memory leverage, content detection and sync, quality checks and reporting — orchestrated through our MAK’AI platform.
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Automation in action
We help teams turn slow, manual localization into a fast, reliable pipeline that scales with their content.
Frequently asked questions
What can actually be automated?
File handling, routing, reuse of past translations, content detection and QA steps — the repetitive work — while linguists focus on quality.
Will automation lower quality?
No. Automation handles process, not judgment; expert linguists still produce and review the language, so quality is protected.
How much faster is it?
It depends on your content, but removing manual steps and reusing approved translations typically cuts turnaround significantly.
Does it work with our systems?
Yes. We automate within your existing CMS and tools through connectors and APIs, so the pipeline fits your stack.
Is it hard to set up?
We design, build and test the workflow with you; once live, it runs automatically with minimal effort on your side.