Standardize before you automate
Is your finance model ready to automate — or just modernized?
A new ERP or close platform modernizes the system; it doesn’t standardize the workflow. Point AI agents at a manual, undocumented finance process and they run it — faster, and impossible to trace. Rate the finance operating model against the five things that must be true before you automate, mapped to the GSDPI lifecycle. Score each honestly; the low scores are what an agent would inherit today.
The actual workflow is read0 1 2 3
How the close, forecast, and transaction cycles truly run is documented — the spreadsheets and email approvals between the platforms, not the ERP process diagram.
Workflow & data lineage are standardized0 1 2 3
Each process is standardized and every number’s origin is documented — not tribal knowledge stitched between systems an agent won’t have.
Automation runs the governed path0 1 2 3
Agents act on the standardized workflow with every step logged — not the manual process and workarounds as they are today.
Every output traces to its origin0 1 2 3
Any close entry, forecast, or report can be followed to a governed source — defensible to the audit committee, not reconstructed at quarter-end.
Controls & oversight are designed in0 1 2 3
Governance, monitoring, and human-in-the-loop roles exist before agents scale — not bolted on after a misstatement.
Score /15. 12–15: ready — automation will amplify a finance model that works. 6–11: partial — agents will inherit real gaps; standardize the low scores first. Below 6: not ready — automating now scales manual dysfunction at machine speed, and the audit committee owns the risk. A Zero-Based read across GSDPI closes the gaps; the Traceability Ratio becomes the agent’s audit trail. Standardize, make it traceable, then automate.