Finance AI projects

Projects by finance sub-function, implementation staff hours, workflow percentage saved and net monthly staff hours saved
Sub-functionProjectImplementation staff hoursWork time saved (%)Net staff hours saved/month
Accounts payableInvoice processing120–440—
Accounts receivableCollections120–464—
General ledger & closeAccount reconciliation108–424—
FP&AVariance analysis100–400—
FP&AManagement reporting80–288—
Finance supportFinance information support88–320—
TaxTax monitoring88–328—
Internal auditAudit evidence preparation100–400—
Investor relationsInvestor briefing64–248—
ProcurementSourcing and bid comparison92–336—
Finance systemsShared finance AI foundation128–456—

Organization assumptions

Organization size

Estimated finance staffing: ≈19 FTE

Workload estimatesAvg. staff hours/month
Changes across projects
How adjustments work
  • Existing systems, data, procedures and skills change the implementation tasks.
  • Workflow automation and exceptions change the current workload and potential time savings.
  • Adjustment sizes are planning assumptions. Case-study results stay unchanged.
  • Shared setup is counted once on the shared foundation project; upkeep remains.
View assumptions and task mappings ↗