MT Engine Operation
(MT-Only or Client MT)
We work with a full spectrum of MT systems, including:
All MT engines (public + private)
specialized engines for CJK MT performance and SEA MT performance
Our team evaluates engine behavior through machine translation evaluation, LQA (linguistic quality assessment) or QA-spotchecking, providing clarity on the output so you can choose the best path for production. We then operate according to your rules for quality, delivery speed, and environment choice, ensuring controlled machine translation delivery at scale according to your plan.
Light Post-Editing
(Efficiency-Optimized)
Ideal for large volumes or internal-use content. Our light post editing focuses only on essential issues, so we can achieve the goal at hand e.g. fast, usable content with minimal cost.
Full Post-Editing
(Quality-Optimized)
Ideal for customer-facing, regulated, or high-visibility text the full post editing delivers publication-ready content achieving both human-quality translation and increased capacity by using MT.
MT + Human Hybrid
(Combined Service)
If you rely on MT for speed but require structured machine translation quality assurance, we run MT + PE as one unified pipeline aligned with your specifications, or review model. These controlled hybrid translation workflows ensure quality and consistency.
Post-Editing Only
(Client MT Workflow)
Already generating MT internally?
We plug directly into your process and operate purely as your post editing services layer, applying light PE or full PE as defined.
