The blocker is almost never the model. It is the move to production, on real data and an existing IT system.
Empty fields, duplicates, inconsistent reference data.
The knowledge lives in people's heads.
A useful agent is connected to the ERP and the CRM.
Without team support, the tool goes unused.
Query stock, orders, and margin without the screens.
Invoices, delivery notes, contracts, automated entry.
Demand, stock, and cash flow from historical data.
Generated automatically, with configuration help.
What I recommend, I run first on myself: AI is built into my own e-commerce ERP.
Forward Deployed Engineer model: a well-scoped use case, your data, production in days or weeks.
You keep the client relationship and the project, I bring the AI and get it into production. Native data sovereignty: you choose the right level of data control based on sensitivity.
saint-jean.co · integrating AI into your tools, without overinvesting.