Language Fabric
ENTERPRISE LANGUAGE INFRASTRUCTURE

AI can generate
language.
We make it
remember.

Enterprise AI translation with the memory, context and control to stay consistent. Across content. Across teams. Across time.

Explore the platform ↗Our approach to quality →
THE CONTEXT ENGINEERING LAYER 01 / SYSTEM
YOUR ENTERPRISE KNOWLEDGE ↓
TerminologyTranslation memoryDomain contextStyle conventions
✳Language modelSWAPPABLE BY DESIGN
CONTEXTCONSTRAINTS
Structured QAHuman reviewApproved memory ↺
↓ CONSISTENT ENTERPRISE LANGUAGE
Models evolve. Your language stays yours.↗
BUILT BY LANGUAGE FABRICModel-agnostic · Context-driven · Enterprise-focused↓
01 / THE MISSING LAYER

Fluent is easy.
Consistent is engineered.

A good paragraph is a beginning.
A coherent content estate is a system.

Language models can produce convincing translations. But enterprises need more: the same terminology across thousands of pages, a recognizable voice across teams, and decisions that persist beyond a single prompt.

Language Fabric builds the infrastructure that gives enterprise AI language continuity.

02 / THE PLATFORM

Your knowledge.
In every translation.

Inside the platform ↗
01 /

A shared language

Preferred terminology, approved translations and company style, carried into every workflow.

02 /

Context with purpose

Domain engines adapt to your industry, audience, document type and product conventions.

03 /

Quality by design

Multi-pass translation, structured checks and human review where judgment matters.

✳

The model generates the language. The surrounding system provides the memory, context, constraints and quality controls.

↗
03 / CONTINUOUS LOCALIZATION

Part of your pipeline.
Never an afterthought.

From a source change in GitLab to localized content in your existing publishing workflow.

  1. 01

    Detect

    Changed source Markdown

  2. 02

    Parse

    Extract translatable content

  3. 03

    Translate

    Apply context, memory & QA

  4. 04

    Reconstruct

    Preserve content structure

  5. 05

    Commit

    Return localized files

  6. 06

    Publish

    Existing pipeline, e.g. Jekyll

Follow the workflow ↗
04 / A HIGHER STANDARD

Quality isn’t
a single output.
It’s continuity.

Evaluate language across the dimensions that matter to an enterprise.

Read our quality philosophy ↗
01

Space

From a single sentence to your entire content estate.

↗02

Time

Consistent with yesterday. Ready to evolve tomorrow.

↗03

Context

The right language for the audience, domain and purpose.

↗04

People

One linguistic identity, across teams, reviewers and models.

↗
05 / FROM PLATFORM TO PRACTICE

Built for the realities
of enterprise language.

The company and our vision ↗
COMMERCIAL LICENSING

Technology in professional use

The platform is licensed for use in professional translation workflows.

ENTERPRISE EVALUATIONS

The next stage is being evaluated

Enterprise evaluation activity is underway. These are trials for possible use; adoption is not yet confirmed.