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Notes from the engineers who build it.

Practical guides on Odoo, ERPNext, Shopify and AI agents: migrations, integrations, costs, and how to let AI act inside business systems safely.

Diagram: an AI agent proposes a refund, narrow tools check limits in code, a finance lead approves, and only then does the ERP change, with every step written to an audit log. Example data.

AI agents

How to give an AI agent access to your ERP safely

AI agents can now read orders, draft refunds and match invoices inside Odoo, ERPNext or Shopify. Here is how to let them act without putting your data, your money or your audit trail at risk.

22 Oct 2026 · 7 min read