For Grupo SPSIL · 2026

Lin-AI: AI assistant on top of the ERP

Problem

Business questions about the ERP (“how much have we sold to this customer this year?”) ended up in a report or an email to whoever knew how to pull the figure.

What I did

An assistant that answers by querying the ERP in read-only mode. Each type of query is a closed function: the model chooses which one to use and with which parameters, so it does not make data up. It relies on editable business notes that explain how each figure is calculated.

Result

In use at Grupo SPSIL since 2026. It answers in Spanish, English and Chinese, as text, a table or Excel, and cannot change anything in the ERP.

Python · Agents · Knowledge base · SQL Server

Try it in the lab

Related service: Process automation with n8n

If your team has tasks that keep repeating or data that doesn’t add up, tell me about it: info@arcedatalab.com