All articles/Tag
Master Data
Entity resolution at scale: deterministic first, LLM for the tail
Most organisations we work with hold the same customer three or four times. The CRM has one copy under a trading name. The finance system has another under the registered company name, and a third came in from a web…
#entity-resolution#record-linkage#llm#data-quality#master-data
Your AI is only as good as your data: why integration comes first
Almost every stalled AI pilot we get called into looks the same from the inside. The model was fine. The demo worked on the sample extract. Then someone pointed it at production and the answers stopped matching what the…
#data-integration#master-data#ai-readiness#centazio#data-quality
Where deterministic matching ends: cleaning and matching patient records with AI
Every organisation that runs more than one system eventually holds the same person several times over. A referral arrives with a shortened first name and no date of birth. The patient administration system has them at…
#entity-resolution#data-integration#centazio#master-data#fhir