All articles/Author
Guido Tapia
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
Code-first integration with Centazio: why we built an open-source alternative to drag-and-drop iPaaS
Integration projects often go the same way. A team buys an iPaaS subscription, drags a CRM connector onto a canvas and wires it to the finance system. By Friday, records are flowing. Six months later the canvas has…
AI-Ready Data and Integration: the series
Every AI system we have put into production has started the same way, and the first few weeks had nothing to do with models. They went on connecting systems that were never designed to talk to each other, working out…
#data-integration#centazio#data-quality#entity-resolution#data-governance
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
Answering from your own documents: a policies and procedures assistant for any business
Most of the questions that clog an HR inbox or an operations channel have already been answered in writing. The leave policy says what happens when a public holiday falls during annual leave. The installation manual…
A morning digest your team actually reads: AI-summarised news, spend and system health
Most Australian operations teams I talk to are subscribed to too much. Cloud billing alerts to one inbox, an uptime tool posting to a Slack channel, ad platform notifications to whoever set up the account three years…
#llm-summarisation#automation#monitoring#cloud-costs#prompt-design