This is what Remastery does: it puts AI to work on projects that improve and convert large document collections, without dropping decades of best practice.
If you manage hundreds of thousands of XML documents, you already know they carry small inconsistencies only an expert notices. Too many to correct by hand. Too valuable to turn a general AI loose on.
You can benefit from using modern LLMs, but the basics have to be right. Then you can move faster without losing control, and without losing your data to anyone.
Remastery is the workbench that enables a controlled loop: the AI suggests, a person decides, the code executes, and every step is recorded and reversible.
Do you hold a large XML collection, and have good reasons to put AI to work on it, but no safe way to begin? Here is how we would work together. It starts with an hour online, no charge: we look at your own documents, and you see the system running on them.
Remastery is made by Groundwork Data Management. Send an email.