Secure the source. Scale the translation. Reduce the risk

XPLI is a structured methodology that eliminates ambiguity before translation.

Instead of relying on costly human post‑editing, XPLI clarifies and secures the source text, enabling safe, fast, and scalable multilingual deployment.

Step 1 
XPLI Audit & Source Securing

Detect ambiguity. Assess risk. Clarify the source.

When you submit your document, we begin with a structured analysis of the source text. This step includes:

Ambiguity Detection (XPLI‑A)

Identification of linguistic, structural, and technical ambiguities that could lead to mistranslation or operational risk.

Risk Assessment (XPLI‑R)

Each ambiguity is classified by severity and potential impact on safety, compliance, or operational clarity.

Controlled Clarification (XPLI‑C)

We apply XPLI’s controlled‑language rules to remove 80–90% of ambiguities automatically:

  • explicit subjects and objects
  • clear sequencing of actions
  • elimination of vague pronouns
  • stable terminology
  • one instruction per sentence

Targeted Client Queries (XPLI‑Q)

Only high‑risk ambiguities requiring engineering intent are escalated to your team (typically 5–10 questions per 10,000 words).

Deliverable: A secured, translation‑ready source with all ambiguity‑related risks removed.

Step 2
Multilingual Deployment

Fast, consistent, scalable translation — safely.

Once the source is secured, multilingual deployment becomes predictable and low‑risk. We combine:

  • high‑quality machine translation
  • AI‑based post‑editing
  • targeted human validation only on segments previously identified as high‑risk
  • terminology consistency checks
  • final QA on sensitive instructions

This hybrid approach ensures speed and consistency without compromising safety or clarity.

Capacity: Up to 100,000 words in 20 languages within standard turnaround times.

Step 3  
Delivery and Quality Control

Clear translations + a secured source for future reuse.

You receive:

  • the final translations
  • the secured XPLI source text (optional)
  • a risk report summarizing the ambiguities detected and resolved

The XPLI source becomes your single source of truth for future updates, audits, or additional languages — ensuring long‑term consistency and cost efficiency.

 

Automotive Translation