Home · What We Do · Language AI Content
Generative AI, Grounded in Your Language
Large-language-model drafting steered by your glossaries, style guides and reviewers — fast where it can be, human where it counts.
What the service entails
We configure generation pipelines around your content: retrieval over your approved materials, terminology constraints from your glossaries, and style rules from your guides. Drafts arrive structurally complete and on-voice.
Senior linguists then edit for fact, tone and cultural fit, scoring each batch so you see exactly where AI carries the load and where humans add the value. Nothing publishes without a human sign-off.
What's included
- Grounded generation — models retrieve from your approved content before writing a word.
- Style enforcement — your guides compiled into checks the pipeline must pass.
- Expert finishing — senior linguists edit, score and sign off every batch.
- Transparent reporting — edit-distance and quality scores show the human value-add.
From raw model to publish-ready
Ground
We index your content and encode terminology and style rules.
Generate
Constrained drafts are produced in every target language at once.
Refine
Linguists edit for fact, voice and cultural accuracy.
Learn
Corrections feed back into prompts, memories and guides.
Language AI FAQs
Which models do you use?
Leading commercial and open models, selected per language and task — and always replaceable, so you are never locked to one vendor's model.
Is my content used for training?
Never. Your tenant is isolated, your data is excluded from training, and certified controls govern every step.
What content suits AI drafting?
Product descriptions, help articles, SEO content and internal comms see the biggest gains. Regulated and creative flagship copy stays human-led.
How is quality measured?
Every batch is scored with industry error typologies; you receive segment-level scores and trend reports, not vague assurances.
Pairs well with
See what grounded AI writes for you
Send a sample brief — we will return drafts in three languages.