The end-to-end F&A lifecycle, Master Data, P2P, O2C, Payroll, GL & Reconciliation, Close, Tax, Reporting, and FP&A. Every step classified by what AI delivers, what portal automation (CUA) handles, and what finance leadership must approve.
9
Stages
2X
Capacity Gain
On Time
Close
100%
Audit Ready Books
Indicative ranges based on benchmarks; actual outcomes depend on ERP ecosystem and process maturity.
* CUA (Computer Use Automation) - AI that operates portals and UIs exactly as a human would, without requiring APIs.
The Lifecycle
Operating Principle
Three layers, one operating model. Each one earns its place by what only it can do.
LAYER 01
AIDelivery.
Runs P2P, O2C, Payroll, GL, close, reporting, and FP&A end-to-end. Flags uncertainty, records every action with evidence.
LAYER 02
HUMANReview.
Resolves exceptions, validates judgment calls, and investigates what AI surfaces. Attention flows to where it creates the most value.
LAYER 03
AUTHORITYApproval.
Controllers, CFOs, and boards hold the judgment that matters, commitments, estimates, disclosures, and strategic recommendations.
The Shift
Same outcome on paper. A different operating model underneath.
DIMENSION
TRADITIONAL
AI-ENABLED
AUTOMATED
End-to-End Impact
SPEED
3×
Cycle times compress, days to hours across P2P, O2C, close, and reporting.
SCALE
10×
Volume growth without proportional headcount increase, capacity scales with the business.
COST SAVINGS
40%
Lower cost per transaction, savings compounding at scale.
Indicative ranges based on benchmarks; actual outcomes depend on ERP ecosystem and process maturity.
From fragmented processes to a connected, intelligent, outcome-driven lifecycle.
LET’S MAP IT TO YOUR STACK
A quick, under-30-minute session with a focused automation readiness assessment to align on your current processes, identify high-impact opportunities, and define a clear, strategic roadmap for your automation journey.
