Translation Memory & Terminology
Living Memory suggests from the decisions you already made, not only exact previous segments. Terminology and phrasing preferences accumulate as the project proceeds.
AI-powered CAT software
Modern CAT software that pairs Living Memory, terminology consistency, and quality signals with expert-in-the-loop AI. Built for linguists who want an alternative to a segment treadmill—and who will not give up authority to a machine.
Professional translation tools (CAT tools) help linguists work efficiently by managing memory, terminology, quality checks, and review—not by replacing the linguist.
Without them, linguists manually track terms, remember earlier choices, and coordinate review in email. CAT software takes the mechanical part. The linguist still owns meaning.
Traditional tools do that with segment memory and a sentence-by-sentence workflow. Aquilla does it with Living Memory and agents that propose drafts you can accept, revise, or reject.
CAT, TMS, or machine translator
Comparison pages for this query mix three jobs. Hiring the wrong one wastes the evaluation.
Aquilla here is the CAT job with agents: Living Memory and expert-in-the-loop drafting in one workspace. It is not a vendor TMS and not a consumer machine translator. Translation management platform covers the routing job without inventing CMS connectors.
Desktop CAT vs browser workspace
Trados Studio and memoQ rank for this query because they are desktop CAT tools that open the project packages agencies send. Aquilla has no desktop install and does not import those packages. Work happens in the browser. Scripture teams move USFM/USX when a consultant or archive still needs those files.
If the job is opening a client’s Studio or memoQ package, stay on that desktop tool. If the job is drafting and reviewing in one shared workspace — text, audio, and video, with experts still in authority — that is this page.
Living Memory suggests from the decisions you already made, not only exact previous segments. Terminology and phrasing preferences accumulate as the project proceeds.
Agents propose drafts and look up terminology; you approve every consequential decision. That is different from post-editing, where the machine publishes a guess and you clean up afterward.
Inspectable support evidence and consistency checks help you see where a draft is thin. Reviewers spend time on weak cells instead of rereading everything at the same intensity.
Translate text, audio, and video in one environment so oral drafts and written text share memory. This is one workspace, not a separate subtitling product.
Linguists, reviewers, and project owners work from the same source of truth, with comments, roles, and shared Living Memory.
Work at the span that fits the text—verse, paragraph, or section—rather than a rigid segment treadmill. Export USFM/USX when consultants or archives still need those files.
Traditional CAT vs Aquilla
| Aspect | Traditional CAT tools | Aquilla |
|---|---|---|
| AI assistance | Post-editing: the tool generates a translation, the linguist corrects it after the fact | Expert-in-the-loop: agents propose, you approve or revise—you never lose control |
| Translation memory | Segment-based exact and fuzzy matching from previous translations | Living Memory: context-aware learning from the decisions you already made |
| Where you work | Desktop install that opens the project packages agencies send | Browser workspace — no desktop install, no Trados or memoQ package import |
| Multimodal work | Separate tools for text, captions, and audio | One workspace for text, audio, and video with shared memory |
| Project coordination | Manual tracking, assignment, and deliverable prep | Agents help coordinate workflow and surface review; humans still authorize release |
| Pricing | Per-user CAT licenses or per-word AI add-ons | Free plan to start; team-plan access covered for Bible-translation teams and ETEN affiliates |
Carry voice and terminology across chapters. Living Memory remembers phrasing you already approved so later chapters do not drift.
Keep terms consistent across manuals and help articles. Agents can flag drift; experts still decide what the term means.
Keep spoken and written drafts in one workspace so a video script and its captions do not become two projects.
Bible translation and nonprofit communications are the work Aquilla is built around. Biblica and Come & See already use it for production Scripture.
Common questions
Start on the Free plan. Bible-translation teams and ETEN affiliates can contact us to activate team-plan access.