Enterprise translation QA, rebuilt for the AI era.
We're building locAGI to be the cloud-hosted, audit-ready
translation platform the largest localisation programmes need
but can't get from today's CAT/TMS vendors. A single managed stack
for terminology governance, AI-assisted translation, MQM scoring,
and post-processing — with linguists in charge at every
step, transparent usage-based billing, and a free tier that
actually does real work.
Available now
In internal use
Built on live client workloads. Our in-house team and the
freelance and agency linguists we work with use locAGI daily —
on real projects, not demos.
The full CAT environment: source/target editor, TM with
concordance, terminology, comments, MQM review.
Native — not bolted on.
What's already real: integrated CAT editor with TM and
terminology, MQM-aligned QA scoring, AI-assisted translation
(BYOK or platform-provided tokens), XLIFF round-trip, multi-
language project support, workspace-level cost visibility,
per-user rate limiting on every AI surface, audit logs per
project, bilingual alignment review tool, documented REST API
with per-user keys. The enterprise-readiness gaps in the third
card above are exactly that — gaps we're closing, not
promises with no foundation underneath.
03Platform
One workspace from source file to signed-off delivery.
Translation memory, terminology, AI post-editing and MQM review in a single
editor — so a job never leaves the platform to get finished, and every
change is attributable.
Govern01
Terminology and memory that bind the output
A project termbase and a running glossary constrain every AI call, so a
term decided in batch 2 still holds in batch 40. Translation memory is
searchable across projects, with concordance and pretranslate.
TBX, TMX, XLSX and CSV import
Per-client templates bundle rules, tone and termbase
Consistency enforced across long documents
Automate02
AI post-editing on the model you choose
Bring your own keys or let locAGI meter the tokens. Fuzzy bands decide how
hard the model works — a 97% match gets a light touch, a low match gets a
full post-edit — so you are not paying to retranslate what already matches.
Any model: OpenAI, Anthropic, Google, Mistral, DeepSeek, xAI, DeepL — or your own
Private models via Ollama or any OpenAI-compatible endpoint
Deterministic prompts, logged per batch
Assure03
MQM review with an auditable trail
Score against MQM Core or LISA QA Model 3.1, or free-text categories. Findings
carry severity, comment and a suggested revision, and travel back into the
bilingual file as native CAT comments.
Single-language and multilingual review grids
Findings export to Excel, per file or merged
Comment threads with @mentions and activity history
04Interoperability
Fits the toolchain you already run.
Round-trip the bilingual formats your clients and vendors send, and pull
everything back out again. No proprietary container, no lock-in.
Source file
AI post-edit
Glossary
Translated file
memoQMQXLIFF in and out, with findings written back as native segment comments
TMX & TBXBring existing memories and termbases with you
40+ source formatsDOCX, XLSX, PPTX, IDML, HTML, XML, DITA, JSON, PO, RESX, SRT and more
REST APIProjects, segments, QA runs and exports — see the docs
Excel findings exportSend the QA findings out as a spreadsheet
05Data & control
Your keys, your data, your jurisdiction.
Localisation work carries client confidentiality. The platform is built so the
sensitive parts stay under your control rather than ours.
Bring your own keysPoint the platform at your own provider accounts. Usage, quota and
retention stay governed by the contract you already hold with that provider.
Private model optionRoute AI calls to a private model — a self-hosted Ollama or
any OpenAI-compatible endpoint — so content never goes to a third-party AI
provider, for clients whose contracts require it.
EU company, EU jurisdictionBuilt and operated by Terratra OÜ in Tallinn, Estonia.
Export everything, alwaysBilingual files, translation memories, termbases and findings all
export to open formats. Leaving is a download, not a migration project.
06Platform
Your data, your keys, your rules.
Engineering decisions that make locAGI safe to hand to your compliance team and trust with regulated content — your text goes to the AI provider you choose, never through anyone else's model.
AI engine
Consistent voice across long documents
Long files don't drift. The AI engine carries your project
termbase + a running glossary harvested from earlier
segments so terminology and tone stay consistent across a
10,000-segment document — not just within a single
paragraph. Partial failures retry per-segment so nothing
is dropped silently, and every batch runs on
low-temperature prompts, logged so a run can be traced.
Bring your own keys (BYOK): your OpenAI / Anthropic / Google
API keys, the call goes straight to the provider, the card you have
on file with them is the one charged. Or let locAGI provision the
tokens for you on a pay-as-you-go meter — one bill, no
procurement work, mix-and-match across users in the same workspace.
Your compliance team — not us — decides which providers
are allowed for which data.
OpenAIAnthropicGooglexAI+ any chat-completions APINo markup on BYOK
Extensible
Your rules, your models
Prompt templates carry your style guide and instructions into
every AI pass, with the termbases and translation memories you link
to them. Point locAGI at any OpenAI-compatible endpoint,
a private model included — your compliance team decides which
providers see which data.
Multiple linguists in the same project at the same time —
presence indicators show who's where, autosave as you
work, live status broadcasts so a reviewer sees your
translation the moment you confirm it. Comment threads with
@mentions for clarification questions. Freelancers outside
your workspace get a secure vendor link: they translate or
review their own files in the browser, with no account and nothing
to install. memoQ packages go in and come back as return packages.
Live multi-user editingPresence indicators@mention commentsAutosaveVendor linksmemoQ packages
Automation
REST API
Read projects, segments and QA findings, save translations,
pretranslate from your translation memories, run QA and export
the translated file — over HTTP, with API keys. Wire locAGI
into your TMS, your CI, or your project-management tool.
REST & JSONAPI keysWebhooksOpenAPI spec
File formats
Drop in what your clients send
locAGI ingests source documents directly — Word,
Excel, Markdown, HTML, JSON, YAML, XML, CSV, plain text. No
separate file-prep step, no "first run it through OpenXLIFF
yourself." For bilingual workflows you also get the full
CAT-tool interop stack: XLIFF 2.0, MQXLIFF (memoQ),
SDLXLIFF (Trados), TMX (any TM), TBX (any termbase).
Round-trip preserves every tag, every placeholder, every
locked segment.
.docx.xlsxMQXLIFFSDLXLIFFXLIFF 2.0TMXTBXHTML · MD · JSON · XML · CSV
Multilingual review
One project. Every target language.
Upload one source file, add as many target languages as
you need — locAGI runs MQM review across all of
them in one workspace. One translation memory shared
across the project, one termbase per project, one MQM
scorecard per language. Reviewers see all locales
side-by-side; project managers see one rollup.
No more juggling six CAT-tool installs to QA six languages,
no per-pair licensing math.
All targets in one projectShared TMPer-language scorecardSide-by-side reviewOne rollup
AI Assist
AI at your fingertips, segment by segment
Hit one button and the AI rewrites the target using
your project glossary, style guide, and the surrounding
context. Need an explanation rather than a fix? Open
the segment chat and ask the AI a question in plain
English — "why did you pick this term?", "what's
the formal register equivalent?", "is this idiomatic?".
Each segment also gets a predicted next translation
you can accept, edit, or ignore. Everything respects your
BYOK or pay-as-you-go choice from above.
AI Improve (rewrite)Segment chat (ask AI)Predicted nextGlossary auto-injectedStyle-guide aware
Transparent billing
Free to start. No per-seat fees.
From the public release, sign up free and invite your whole linguistic team — internal
staff and contracted freelancers — without paying per head.
AI usage runs on tokens we provision (pay-as-you-go) or on
your own OpenAI / Anthropic / Google API keys (BYOK). Storage is
generous out of the gate; you only pay when you exceed it.
Transparent meter, no surprise overage fees.
Free to sign upPay-as-you-go AIOr BYOKNo per-seat feesNo annual commit
07Pricing
The platform is free. You only pay for AI.
Traditional CAT tools charge per-seat subscriptions or thousand-euro perpetual licenses, then put AI behind a separate plugin. locAGI charges €0 per seat — ever. This is the pricing from the public release in Q2 2027; today locAGI is in internal use.
Free forever
€0
platform · seats · setup · annual commit
Unlimited seats — your whole team and your freelancers
No credit card to create a workspace
Generous included storage from day one
Open exports — XLIFF, TMX, TBX. Your data is portable.
Pay-as-you-go AI
Tokens
only what you consume · no monthly minimum
We provision the AI — one transparent bill
No subscription tiers to outgrow
Same integrated editor on both paths
Switch to BYOK any time
Bring your own keys
No cut
OpenAI · Anthropic · Google — on your card
AI calls go straight from your workspace to your vendor
Built for linguists. Free to start. Yours to control.
locAGI is an integrated cloud CAT platform — translation memory, terminology, MQM review, AI-assisted translation — free to sign up from the public release, with pay-as-you-go AI or bring-your-own-key. Your projects, your linguists, your linguistic standards — locAGI runs in the background.