AI Pre-Editing for High-Volume Translation Accuracy

XPLI is an AI pre-editing methodology designed to eliminate ambiguity at the source.

By applying Controlled English principles before translation, we drastically reduce post-editing costs while enabling fast, high-volume translation with consistent technical accuracy.

Step 1 
Conversion into XPLI 
The Explicit Pilot Language

When you submit your source text, our process begins with the conversion into XPLI.
This is not a simple grammar check; it is a structural rewrite following principles inspired by highly rigorous controlled language standards like the ASD-STE100 (Simplified Technical English).

The pre-editing step focuses on:

  • Syntactic Simplicity:
    Eliminating complex sentence structures, especially passive voice, which causes confusion for MT engines.
  • Semantic Explicitness:
    Removing vague or ambiguous pronouns and ensuring every single word corresponds to one single concept.
  • Autonomy:
    Breaking down long, conditional sentences into multiple, short, clear, and autonomous statements. Each statement must stand alone, guaranteeing the AI interprets one clear idea at a time.

 

This critical step guarantees a text that is not only clearer for human readers but is also 100% optimized for Neural MT.

Step 2
Flawless Machine Translation and Scalability

The XPLI-optimized source text is then immediately processed by state-of-the-art Neural MT engines.

Because the source text contains zero ambiguity, the MT engines deliver an output with near-perfect accuracy, maintaining the original intent without error.

  • Unrivaled Speed: The MT process is instantaneous. Our total turnaround time rarely exceeds 48 hours for most projects.
  • Massive Volume Capacity: This methodology is highly scalable. We can efficiently process volumes up to 100,000 words in 20 languages—a feat impossible to achieve with human post-editing timelines.

Step 3  
Delivery and Quality Control

We provide the final translations, which are characterized by consistency and clarity.
Importantly, the XPLI source text itself is also available upon request. This XPLI version serves as your most powerful quality control tool.

It is the single, clear reference point that can be used for internal validation or to seamlessly generate translations for any additional target language you may need in the future.

 

Automotive Translation