
What you need to do before hooking up ChatGPT to your ERP System
Undefined or overlapping user roles lets Users with AI access more than they should.
Legacy systems full of duplicates, nulls, and errors pollute AI inputs.
Inconsistent vendor records break automation flows like invoice entry.
Unstandardized GL and subledger codes cause allocation mistakes.
Technical debt and inaccurate date will lead to awful results. AI makes decisions on dirty data.
Unauthorized fund transfers, incorrect GL classifications—without traceability.
Unverifiable AI outputs can trigger audit findings or legal exposure.
Teams distrust AI and stick to manual processes—negating efficiency gains.
The ROI for your local government or school district
Ethical, accurate, and auditable automation.
Data ownership and policy enforcement built in day-to-day workflows.0
Roles, rules, and remediations embedded—no surprises.
Start small, scale fast—automation without losing control.
Hundreds of Analytics helping leaders in Finance, AP, Purchasing, Audit, and I.T.
