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Translation & Localisation

Termbases that
keep up.

AI terminology management extracts candidate terms from a client’s source files and reference material, proposes translations with evidence from existing translations, and keeps the termbase current, while a terminologist or senior linguist approves every entry.

All Translation & Localisation →
Pixel illustration for Terminology Management: an open reference book under a warm reading lamp.

Why termbases go stale

Every LSP knows a good termbase is the cheapest quality control there is, and most termbases are thin, out of date or inconsistent across clients. Building one is slow: reading the client’s documentation, spotting the terms that matter, researching approved translations, writing definitions and usage notes. So it gets done at onboarding, partially, and decays as the client’s products and vocabulary move on.

That research is where AI helps. Term extraction tools have existed for years and produced long, noisy lists. Language models are much better at telling a domain term from a common phrase, and at finding how a term has already been translated in the client’s own memories and published material. The terminologist’s job shifts from finding candidates to judging them, which is the part that needs expertise.

What it handles

01

Term extraction

Candidate terms from new source files, product documentation and reference sites, ranked by domain relevance and frequency, with duplicates of existing entries removed.
02

Evidence for translations

How each term has already been translated in the client’s memories and published target-language material, with examples, inconsistencies highlighted.
03

Definitions and usage notes

Draft definitions, context sentences and forbidden alternatives for each entry, written for the linguists who will use them, in TBX-compatible structure.
04

Not: approval

Nothing enters the termbase as approved without a terminologist, and client-mandated terms are never overridden by a model’s preference.

How a term is added

TERM PATH
  1. 01
    New material

    source files, docs, client sites

  2. 02
    Extract candidates

    domain terms, not common phrases

  3. 03
    Gather evidence

    existing translations and usage

  4. 04
    Terminologist

    approve, edit or reject

  5. 05
    Termbase

    synced to the CAT tool

A person approves every entry
Approved entries feed glossary-aware translation and QA checks on the next job.
Questions

Questions about Terminology Management.

What is terminology management in translation?

Terminology management is the work of identifying the key terms in a client’s content, deciding how each should be translated in every target language, and recording those decisions with definitions and usage notes in a termbase. Translators and QA checks then apply the termbase so the same concept is always rendered the same way.

Can AI extract terminology automatically?

It can produce good candidate lists, considerably cleaner than older statistical extractors, and gather evidence on how each term has been translated before. It cannot decide which translation the client wants, or resolve a conflict between two departments’ preferences. Extraction is automated; approval is not.

Which termbase formats do you support?

TBX for exchange, and the native termbases of Trados MultiTerm, memoQ, Phrase and XTM through their APIs or exports. The CAT tool’s termbase stays the record; our system proposes entries into it rather than keeping a separate copy that can drift.

Shipped & in build

Real work. Check it yourself.

What we built, what stage it is at, and a link to the live thing wherever there is one.

The updated yourOS homepage: Roxy’s open ring surrounded by bento cards for calls, voice, translation, building, design, apps and more.
The yourOS homepage on a phone, with its compact navigation, welcome film button and bento cards.
youros.tech — the homepage bento hero
Our own · coming soon

yourOS

yourOS is an operating system with an AI at its heart. You talk to it like a person, out loud or typed. It makes your calls, plans your days and works on your projects with a crew of agents, on your own private server. Our own product, built from the first commit; the waitlist is open.

What we built
  • Operating system
  • Roxy
  • Agent crew
  • Voice calls
  • App store
  • Website
Meet yourOS →
The Sonora homepage on desktop: a full-bleed dune landscape behind the headline “Transform Your Life with Sound”, with App Store and Google Play download buttons.
The Sonora homepage on a mobile viewport, showing the same hero reflowed to a single column.
sonora.com — homepage, 1440×900
Live · iOS · Android

Sonora

Website, backend and app assets for Sonora, a free AI sound-therapy app on iOS and Android published by Cognitive AI.

What we built
  • Website
  • Backend
  • App assets
Read the case study →
The updated Podswap homepage on desktop: “Grow on Instagram and TikTok for free, with real engagement from creators your size”, beside a tilted wall of exchange, tool and guide cards on a violet gradient.
The updated Podswap homepage on a phone, with its floating navigation, Instagram and TikTok engagement headline and tilted tool cards.
podswap.app — homepage, 1440×900
Five platforms

Podswap

Brand, website, prototype, apps on five platforms, the AI backend and the algorithm-intelligence pipeline for Podswap, a social growth engine that runs without a human in the loop.

What we built
  • Brand
  • Website
  • Prototype
  • Apps on five platforms
  • AI backend
  • Algorithm pipeline
Read the case study →
The unOpen.AI homepage introducing Roxy, a private AI assistant that remembers who you are.
The unOpen.AI homepage on a mobile viewport.
unopen.ai — homepage, 1440×900
Prototype · closed beta

unOpen.AI

In closed beta: Roxy, a private AI assistant with permanent memory running on infrastructure the user owns. Brand, site, product, backend and conversational design.

What we built
  • Brand
  • Site
  • Product
  • Backend
  • Conversational design
Read the case study →
coherence.com on desktop, headed "Intelligence that moves in phase with people".
coherence.com on a mobile viewport, reflowed to a single column.
coherence.com — homepage, 1440×900
Live

Coherence

Live at coherence.com: brand identity generated with AI agents we directed, the motion system and website for the group behind Sonora, AboutAI, WakeUp and MudShadows. Agent work remains in build.

What we built
  • Brand identity
  • Motion system
  • Live website
  • Agent work — in build
Read the case study →
The new Domain Booth homepage on desktop: the headline “Premium Domains. Serious Buyers. Proven Results.” beside the animated DB monogram.
The new Domain Booth homepage on a phone, reflowed to a single column.
Our build of the Domain Booth homepage — 1440×900
Live

Domain Booth

Live at domainbooth.com for DomainBooth, a premium domain brokerage: a new animated mark, every page redesigned and rebuilt with designed mobile layouts, and a custom CMS for its sales record, featured names, press and enquiries.

What we built
  • Animated mark
  • Every page redesigned
  • Designed mobile layouts
  • Custom CMS
Read the case study →
Who we have built for

Twenty-one years. Names you know.

See all of our work →
  • BBC Good Food logo
  • Charities Aid Foundation logo
  • GAME logo
  • NatWest logo
  • Next logo
  • NSPCC logo
  • Tesco logo
  • Worldpay logo
  • Samsung logo
  • Sony logo
  • Land Rover logo
  • UAP Limited logo
  • Netflix logo
  • Amazon Prime Video logo
  • Mercedes-Benz dealerships logo
  • San Miguel logo
  • Biovene Barcelona logo
  • Seventy7 logo
  • Littlewoods logo
  • Smile logo
  • The Co-operative Bank logo
Let’s talk

A termbase
worth applying.

We start with one client’s documentation and their existing translation memory.

30-minute technical call · no deck