AI Developments in Genealogy

A graphic with circuitlike lines coming out of the text "AI," next to an illustration of a family tree

Technology around the world is advancing at a rapid pace. Extensive information is available at the tips of our fingers. Glasses can show people an augmented reality. Devices in a home can be programmed to follow routines with a simple tap. And for genealogists and family historians, the advancement of artificial intelligence (AI) has been applied to family history to create AI genealogy tools to enhance and facilitate the research process. 

AI is a topic that brings both excitement and concern. When used responsibly and ethically, AI can have a great impact for good, making records and family information more accessible to people all over the world. Let’s dive into more about what this technology is, how it has already been affecting the genealogy field, some common concerns, and what AI genealogy has to offer.

A Few Quick Definitions—What Is AI, and How Does It Work?

AI, or artificial intelligence, is a broader field focused on building computer systems that can perform tasks we associate with human intelligence. These tasks include understanding language, recognizing images, and making decisions.

AI systems can work quickly, handle vast amounts of information, and perform tasks that are, well, too boring for humans to want to do.

Many technical words come up when people talk about AI. Click the terms below to see an explanation that may help demystify them.

Machine learning
NLP (natural language processing)
OCR (optical character recognition) and handwriting recognition
Generative AI

How Can AI Be Used for Genealogy?

While the science behind artificial intelligence might seem complicated, understanding how AI can help in genealogy is not. This technological innovation can be quite helpful in your family history search and also in learning about your family. 

Illustration of a tiny man with a giant magnifying glass, a tiny woman sorting through binders of information, and a tiny woman computing on a laptop, representing AI bots doing work behind the scenes

Here are some things many organizations and genealogists use artificial intelligence for in genealogy work: 

  • Transcribing records: Records are difficult to search manually, and many are old and difficult to read. AI can help transcribe record images—including those that are handwritten—so you can more easily search and read them.
  • Analyzing images: Identifying faces in old photos has never been easier, thanks to artificial intelligence. AI is also used to organize, colorize, repair, and label photos.
  • Matching data: If you’re looking for a specific person over multiple documents or databases, AI can help combine and search across datasets. This type of AI also helps provide record suggestions that may result in rich, additional details about an ancestor.
  • Constructing family trees: AI can suggest relatives to add to a family tree by identifying similar information and relationships.
  • Telling stories: Stories help you know your family’s past, and with AI, you can breathe life into the past. AI can help transcribe recorded stories, transform dry details into a story or biographical format, and help suggest historical context for an ancestor’s life events. If you’re into augmented reality, it can even generate video or audio avatars of your ancestors.
  • Translation: If your ancestors’ records or journals are in a different language than the one you speak, AI translation can help you get a first glimpse at the information the records hold.
An illustration of a cell phone showing a woman in a chat window, talking to a robot in a chat window above her, representing an AI assistant

Can I Use ChatGPT for Genealogy?

You might have heard of the popular AI system called ChatGPT. People can use ChatGPT, Microsoft Copilot, and other generative AI systems to assist in writing family stories, generate illustrations, and ask general questions about the life of an ancestor. 

Here are some questions you can ask generative AI programs to help with your family history:

  1. Can you help me interpret the text of a family document?
  2. Can you analyze surname origins and variations?
  3. What are some online databases where I can find historical records relevant to my family history?
  4. Can you help me contextualize the life of an ancestor within historical events and societal trends?
  5. I have a lot of genealogical data. Can you help me organize the data into a time line?
  6. Can you help me craft a story about a family member with the genealogy records I have?

Take full advantage of systems like ChatGPT! You can ask generative AI programs nearly anything, and you can even ask them to give you prompts and ideas for more things to ask and research.
Keep in mind that it is always best to carefully review results given to you by generative AI or an AI assistant. Any facts given to you should be checked carefully, and the results may need to be polished or refined. (See more later in this article about reviewing AI results.)

AI Genealogy Classes from RootsTech—Available Online for Free

The RootsTech genealogy conference offers several classes and events about AI in genealogy, giving great insights you can use in your family history work. The purpose of RootsTech is to help you learn about and connect with everything that could enhance your family history experience. A key part of RootsTech is also showcasing the latest innovations for genealogy.

Join us for the world's largest family history event, available both online and in person in Salt Lake City, Utah. Discover inspiring speeches and expert-led classes. Attending virtually is free!

The classes listed below talk about many aspects of AI in genealogy, including tools available for enhancing photos, reports on advancements in record transcription, and systems for finding connections through DNA analysis.

AI Being Used by Different Genealogy Organizations

With all the recent AI developments, it shouldn’t be a surprise that a lot of companies and organizations are using AI to advance their own systems. Many of these companies attend the annual RootsTech conference. Here are a few organizations that featured some of their latest AI technology.

Writing family histories can seem daunting, but when you use StoryAssist, an AI feature, you can glimpse the past and create dynamic and engaging narratives. Unlock the power of AI in storytelling by allowing artificial intelligence to be your ghostwriter.

Watch Video
A RootsTech class, taught by Colette Hokanson, showcased FamilySearch's AI-powered tools. You can search hard-to-find ancestors in old wills, deeds, and records without being overwhelmed.

Watch Video
Uncovering your family tree has never been easier, as you will soon learn in this class with Hunter Cannon from Ancestry. This video will teach all about using AI to empower you to make more discoveries and learn about your past more quickly.

Watch Video

AI at FamilySearch

Over the past few years, FamilySearch has used AI to provide more tools to help people accelerate their family history research. These tools include AI-indexed records, full-text search, an AI help chatbot, and an AI research assistant.

AI-Indexed Records

The process of making digital records searchable on FamilySearch.org was previously completed entirely through the efforts of volunteers. Thanks to handwriting-recognition technology, more and more digital records are becoming searchable than ever before. AI performs an initial read-through of a historical record and identifies names, dates, and other genealogically valuable information. Volunteers follow behind the AI to check its work. The volunteer side of making records searchable is done through Get Involved.

FamilySearch Full‑Text Search uses AI and advanced handwriting recognition technology to create transcripts from handwritten historical documents. This search tool makes it possible to quickly search unindexed record collections and find relevant information in seconds—work that would otherwise take hours of manually reviewing images. Although Full‑Text Search isn’t yet available for all FamilySearch image collections, more collections are being added regularly.

Watch this RootsTech class to learn more about how to use FamilySearch's Full-Text Search feature to find your ancestors.

Help Chatbot

Hands working on a computer, with semitransparent symbols floating above the computer, including a shield with a lock, a graph, gears, an upload and download cloud, and a magnifying glass

The improved help chatbot uses AI technology to answer many of your questions as you use the website, including where to find and how to use various website features. The help chatbot is available on the Help and Learning page. You can find it by clicking Get Help in the lower right corner.

AI Research Assistant

For the newest beginner to seasoned genealogy experts, FamilySearch’s new AI Research Assistant provides tree-extending hints on the home page to quickly identify opportunities for you to review, validate, and add your ancestors’ names to the tree.

Watch this RootsTech class about using the AI Research Assistant to find your ancestors.


Concerns and Ethics with AI Genealogy

As mentioned, computers make mistakes. Ultimately, AI can do only what it has been programmed to do. That is why using AI ethically and responsibly is important, as well as understanding its limitations. Here are some common concerns raised about AI in genealogy and things you can do to address these concerns when using AI tools.

Accuracy of Information

Genealogists make it a rule to check information and research given to them before adding it to compiled genealogies and family trees. This rule is essential to follow with AI-generated information. As AI technology grows and improves, its accuracy usually does as well, but AI still makes mistakes. Here are some tips for checking AI genealogy information:

An older woman pointing at a computer screen, looking over the shoulder of her husband

  • When AI matches data for you, review the information to make sure you agree it is a match.
  • Always check the original image of a record when possible, even if you have an AI transcription of the record.
  • Compare original images with repaired or colorized images to make sure you’re satisfied with the changes.
  • Keep in mind that historical facts and stories generated by AI should be checked against original or reputable sources to ensure accuracy.

When you use an AI tool, be sure to check how you can use the information it provides. When you go beyond personal use, for example, you may want to know who owns the copyright for that material, how it can be shared, or if it is even able to be protected by copyright. Derivative works that don't properly cite or use sources according to the laws governing that content may infringe on copyrighted material.

Protect Your Privacy

AI tools sometimes use the information given to them to help improve their algorithms or generate content for other users. This can be advantageous for future users of the tool, but it may also pose a privacy risk, depending on how that tool uses the information. If you put information into an AI tool, check the settings options and privacy policies (the same as you would do in any place you are putting personal or private information). You likely want to be sure of how that information is going to be used or shared and make informed choices about what you enter in the AI tool. 

Lack of Transparency

A mother on a computer, with a serious face, and a young daughter looking over her shoulder with raised eyebrows

Some AI tools do not list the sources of their information, but this lack of transparency is improving with many AI technology providers. It will generally be easier for you to fact-check information if you use a tool that lists its sources. Depending on the project, however, you may also be able to verify the information by looking for alternative sources online. 

Companies that use AI tools often add markers to the results to let someone know it was generated by AI and how thoroughly it might have been checked already. 

Possibility of Bias

What an AI tool delivers is usually only as good as the information it has available. This means that if its sample set is limited or if its samples have biases, it will also have those limitations or biases. For example, summaries of information will be able to include only what was available to summarize. Information about different cultures or demographics will depend on the sources the AI pulls from. Since AI doesn’t actually think for itself and doesn’t have morals or a perfect grasp of language, its results should also always be screened for phrasing that might be undesirable. 

Using AI Technology to Its Full Potential

Organizations and individuals all around the world have been and are currently using AI to help millions of people research their family history and make deeper connections with their family’s past. When providers and users of AI technology use it ethically and responsibly, it can have a great impact in the genealogy field.

Keeping Up to Date with the Latest Advances

As technology advances, so does the world of genealogy. This article just scratches the surface of how artificial intelligence can help you discover more about those who came before you. FamilySearch wants to help you learn all you can about the ways to uncover your family history and the secrets of your past. 

To learn more about artificial intelligence in genealogy, be sure to check in each year to see new AI-related classes from RootsTech. 


Related Articles

S.R. Gilbert
By  S.R. Gilbert
22. prosince 2025
You can’t miss it! As soon as you sign in to FamilySearch.org, the new AI Research Assistant will let you know if it has found tree-extendin…
18. října 2025
FamilySearch has been improving Full-Text Search since RootsTech 2024, increasing its capability to search millions of records. This powerfu…
Kathryn Grant
By  Kathryn Grant
7. května 2025
Have you ever indexed FamilySearch historical records? If so, you've been a part of the long and fascinating history of indexing.
Page of 2

About the Author
Abby was born and raised in Utah and has a bachelor’s degree in communications from Brigham Young University. She has a lifelong love for reading, and her passions include almost anything to do with the world of books, including writing, editing, and designing.