Translator-led AI for Christian publishing
Lectio helps your team settle theological terms, prepare and protect Bible quotations, and guide AI with human-approved decisions — then carries those decisions through translation, review and publication.
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Built from twenty years of ministry translation work·Word, InDesign & ODT·Keeps working offline
Human-led by design
AI is a genuine gift for this work. It can draft in an afternoon what once took a season — time your translators can spend on the judgment only they can bring. But a published book is still your team’s responsibility, and a fluent draft can quietly choose the wrong sense of a theological term, re-translate a quoted verse, or carry a right decision into a paragraph that makes it wrong.
Lectio is built so your team gets that speed without losing the judgment. It asks first — about the terms, the verses, the rules — and the draft follows what your team decided.
Before drafting
Your team decides.
The brief, the terminology, the rules — and contested terms and Bible quotations go to a translator before a single sentence is drafted.
During drafting
AI drafts inside those decisions.
The model receives what your team approved — confirmed senses, rules, memory, the surrounding text. Saved Bible quotations bypass it entirely.
Before approval
Your team approves.
Translators refine the draft paragraph by paragraph, reviewers suggest without overwriting, and every confirmation records who made it and in which review step.
ចំណុចស្នូល៖ ចូរមានការឲ្យតម្លៃខ្ពស់ចំពោះព្រះបន្ទូលរបស់ព្រះជាម្ចាស់
តើលោកអ្នកជឿថា ការជួយកសាងក្រុមជំនុំដែលមានសុខភាពល្អ គឺជាការទទួលខុសត្រូវរបស់លោកអ្នកដែរឬទេ?
English source
We desire bad things. Jesus desires good things. And here’s the good news: God has granted Jesus his desires. What’s that? Our salvation and joy!
Khmer
AI draftយើងប្រាថ្នាចង់បានអ្វីៗដែលអាក្រក់។ ព្រះយេស៊ូវមានបំណងព្រះហឫទ័យចង់បានអ្វីៗដែលល្អ។ ហើយនេះគឺជាដំណឹងល្អ៖ ព្រះជាម្ចាស់បានប្រទានឲ្យព្រះយេស៊ូវនូវអ្វីដែលទ្រង់សព្វព្រះទ័យចង់បាន។ តើព្រះយេស៊ូវសព្វព្រះទ័យចង់បានអ្វី? នោះគឺសេចក្តីសង្គ្រោះ និងអំណររបស់យើង!
Local churches exist to display God's glory to the nations.
Why is there such a discrepancy between our doctrine and our practice?
Highlight any source phrase for an explanation, or any Khmer phrase for alternatives — without leaving your place in the document.
The workspace shows what shaped each draft — here, a confirmed glossary sense and a team spelling rule — and a person confirms every paragraph.
AI proposes. Your team decides. Lectio remembers.
How it works
Scripture, terminology, and what your team learns from its own edits — three decisions, and what Lectio does at each.
Scripture
Christian books quote Scripture throughout, and in the target language those passages should come from the Bible translation your ministry chose — not from a fresh rendering generated inside an AI draft. Before drafting begins, Lectio brings the manuscript's identified Bible quotations into one guided review. Your team sees each passage in context and pastes the corresponding wording from its preferred target-language Bible. Once saved, that wording is protected: Lectio drafts the surrounding paragraph around it without translating, paraphrasing or improving it.
Your Bible supplies the Scripture. Lectio makes sure AI leaves it alone.
Matched in the source
Much like the author of Proverbs 23:26 says, “My son, give me your heart, and let your eyes observe my ways.” Brothers and sisters, God wants your hearts.
Khmer, from your Bible
Saved wording is protected — AI drafts around it, never over it. Mark something as not a quotation and that span translates like any other sentence.
Terminology
“Son of David” can describe a family relationship, or it can carry a messianic title. Both translations may be legitimate; only one fits a particular sentence. When a source term has more than one approved sense, Lectio flags the occurrence, recommends the sense that fits the surrounding text, and waits for the translator to confirm or change it. That approved decision then guides the draft — and the same term can resolve differently two pages later when the context changes.
Choose the correct term before AI translates the sentence.
Segment 34 · English source
Blind Bartimaeus called out to the Son of David, and Jesus stopped.
Lectio read the sentence and selected the matching sense. Confirm this choice, or choose the other.
royal son of the line of King David
theological: royal messianic title of Davidic descent; NOT a biological son
a male child
general: a male biological child in a family or biographical context
Team learning
Lectio remembers what it first drafted and what your team approved instead. When the same kind of correction appears repeatedly, it groups the examples and proposes the glossary entry or translation rule that could prevent it next time. Every proposal shows its evidence: the original wording, the human correction, how often the pattern appeared, and how confident it is.
Your second book starts where the first one finished.
Your team replaced ឱ្យ with ឲ្យ in 14 segments
Same substitution every time, across three documents. Looks like a spelling preference worth writing down.
let him ask God
សូមឱ្យអ្នកនោះទូលសូមពីព្រះជាម្ចាស់
សូមឲ្យអ្នកនោះទូលសូមពីព្រះជាម្ចាស់
Proposed rule
Working as a team
If your team knows suggestion mode in Word or Google Docs, reviewing in Lectio will feel familiar — proposals in the text, someone responsible accepting them. Then Lectio does the part a document editor never did: it hands the work to the next person.
A reviewer's deletions strike through in red and their insertions underline in green. Whoever owns the next step accepts or rejects each one. Nothing they do overwrites the translation, so you can hand a chapter to a volunteer proofreader without worrying about what they might undo.
English source
Later in the prayer, Jesus is even more specific, praying that Christians…
Khmer
នៅបន្តិចទៀតក្នុងសេចក្ដីអធិស្ឋាននេះ ព្រះយេស៊ូវមានព្រះបន្ទូលកាន់តែជាក់លាក់ជាងនេះទៅទៀត ដោយព្រះអង្គបានអធិស្ឋានសុំទូលសូមឲ្យគ្រីស្ទបរិស័ទ
A suggesting step can propose but not overwrite. Every version is kept, so you can always see who changed what.
Build the steps your team actually runs — translate, review, edit, review again, proofread — and assign them once, at the project level. When a step finishes, the next one opens and the right person is told. Every document after the first routes itself.
Translation review finished 6 minutes ago. Lectio opened your step and emailed you.
Assign the steps once at the project level. Lectio routes every later document through the same workflow.
Built for the work around translation
Lectio works with the original Word, InDesign or ODT document structure, so styles, footnotes, tables, images and chapter organization stay connected to the translation. Long books can be divided into manageable parts without abandoning the publication file — including right-to-left scripts.
Translators continue in the same workspace through unreliable connectivity, and their work syncs when the connection returns — no exporting the project into a second editor and importing it back.
For languages that get limited support from mainstream tools, Lectio can add word breaking, spell checking, honorific handling, protected phrases and proper typography. Khmer has all of it today.
Loving your in-laws
Would you like to love your in-laws? Act like love does, and do not envy or boast.1
1 1 Corinthians 13:4.
محبة عائلة الزوج
هل تودين أن تحبي عائلة زوجكِ؟ سيري على نهج المحبة، ولا تحسدي ولا تتفاخري.1
1 كورنثوس الأولى ١٣:٤.
A specialized workspace, not a general localization platform
Trados, memoQ, Smartcat, Phrase, Lokalise and Redokun are capable tools, and they are often the better choice — for broad localization, established agency workflows, large connector ecosystems, or straightforward document translation.
Lectio is built for a different center of gravity: Christian books, curriculum, training and discipleship resources, where theological terminology, protected Bible quotations, accountable human review and the publication file itself are central.
Choose Trados or memoQ if you need a mature desktop CAT environment, broad interoperability and a plugin ecosystem, or your translators already have deep, established processes there.
Choose Smartcat, Phrase or Lokalise if you mainly localize software, websites, product interfaces or video, need a large connector ecosystem, or Christian publishing is a small slice of a bigger localization operation.
Choose Redokun if the whole problem is getting Word or InDesign documents translated and returned with their layout, and terminology governance isn't central.

Nathan Wells
Founder of Lectio · Missionary, translator & language-technology builder
Why Lectio exists
Nathan first arrived in Cambodia in 2003, immersed himself in Khmer, and spent his early years there in local discipleship ministry. Since 2006 his work has centered on helping Cambodian teams produce accurate, natural, well-edited resources in Khmer — translating, editing and publishing books and curriculum alongside Khmer translators, editors and pastors through ACTION Cambodia, and reaching millions of Cambodians each year through PlovPit, a Christ-centered Khmer publishing platform, and its social channels.
He also founded the Society for Better Books in Cambodia, building the tools Khmer publishing lacked: dictionaries, spelling and grammar resources, translation memories, word-breaking utilities, fonts and keyboards — made freely available to everyone working in the language.
Lectio grew directly out of that experience: important decisions disappearing between chapters, Bible quotations being retranslated instead of preserved, the same edits made again and again, and translation drifting apart from review and publication. And it stays in that lineage — Lectio is business as mission, a company that exists to support the work of Christian translation, not the other way around.
“AI can help a team draft faster. It should not make translators less responsible for what they publish.”
Every draft carries a brief written from the whole document — subject, audience, register — alongside your rules, the terminology your team approved, relevant memory, and the paragraphs on either side. Not just the sentence in front of you.
An optional editing pass looks for meaning that shifted, terms that drifted from your glossary, and numbers that came out wrong — then re-checks each finding before it reaches an editor, so the list is worth reading.
Memory is retrieved by semantic similarity, not only by matching characters, so useful prior work surfaces even when the new sentence says the same thing a different way. Import what you have as TMX or TBX, or build memory from documents you've already translated.
Highlight a phrase in the source for an explanation of what it means. Highlight a rendering for alternatives. Both happen without leaving the paragraph you're working on — no second tab, no losing your place.
Terminology drifts between chapters. The same correction gets made again and again. Translation memory remembers sentences, not the reasons behind them. Lectio makes your decisions stick.
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Bring the glossaries and memory you already have — Lectio imports TBX and TMX.