Glossary / AI & data

Machine learning (ML)

Machine learning is the branch of AI where systems learn patterns from examples instead of following hand-written rules — show a model thousands of labeled invoices and it learns to read new ones. Its strength is handling variety no rulebook could cover; its dependency is data quality, because a model learns your data's biases along with its patterns. Garbage in remains garbage out, at scale.