AI-powered Flexible Entity Resolution Network (FERN) model-based matching
Learn about the AI-powered FERN model feature to generate matches with the help of an out-of-the-box pretained FERN model or to create one from scratch.
- A pretrained, ready-to-use, out-of-the-box model for a specific industry (for example, Life Sciences). For more information, see Use a pretrained FERN model.
- A built-from-scratch model where you – Data Stewards – answer questions in an active learning process, see Train an ML model from scratch with Match IQ.
- Get additional potential matches to those that match rules have generated for you.
- Filter and resolve – in bulk – multiple potential matches recommended both by AI-powered and by match rules.
- Generate automatic merge actions – for high scoring matches – once you’ve built up confidence in the behavior of your AI-powered FERN model.