01What is AI master data cleansing?
It is the use of artificial intelligence models (LLMs) to process, unify and clean master data automatically. The system recognises patterns, classifies records and builds standardised descriptions without manual work.
02How does AI help in MDM processes?
The AI assistant integrates with your MDM or ERP or works through an API and web forms. It suggests classes, extracts attributes and helps prepare requests for review by a master data specialist.
03What is the effect for the business?
The assistant helps reduce routine data entry and prepare more consistent records. We assess the effect on your data and agree pilot acceptance criteria before implementation.
04Which data can be cleansed?
Any master data domain: materials, business partners, contracts, specifications and more. The algorithms adapt to the specific structure and language of the data.
05How quickly can the solution be implemented?
We agree the pilot scope and implementation schedule after reviewing your data, systems and integration requirements.
06Do we need data scientists?
No. The Synopps team sets up the models and the methodology. You only provide a data extract and a master data specialist to check the results.