Industries · Genealogy
Historical records, made searchable
Handwritten and printed birth, marriage, and other official records in many languages, pre-labeled by AI, verified by people, and delivered as JSON for search.
The problem
What makes genealogy data hard
Handwriting and languages
Records span centuries, scripts, and languages, often in faded handwriting.
Millions of documents
Manual transcription can't reach the scale of a global archive.
Search depends on structure
Names, dates, and places must be standardized before anyone can find an ancestor.
How MLtwist helps
One pipeline, built for this data
Our platform prepares and routes the data; our team, yours, or both label it. Every version ships with a Data ID Card.
- Multilingual pre-labeling
- AI models read and pre-label records across regions and languages.
- Cleaning and standardization
- Extracted fields are corrected and put into consistent formats.
- QA before delivery
- Labeled data is verified and validated, then delivered as JSON for your database.
Case studies
Genealogy programs we've delivered
Related work
Bring us your genealogy data
Tell us the data type, volume, and timeline. We'll scope it with our team, yours, or both — and deliver it versioned, in your format.
Also available through Carahsoft and Google Cloud Marketplace.