Chapter 03
The Plan
This chapter turns diagnosis into action: what gets built, in what order, and what it returns. We mapped 20 automation opportunities across 6 finance sub-functions, worth roughly $1.2M the organization can recover every year.
Automation Opportunity Map
Low
Med
High
Total value across all opportunities: $1.2M/yr
Accounts Payable
5 items
$600K
Invoice Intake + Auto-codingLow$85K
PO Matching AutomationLow$60K
Exception Triage: 12 Repeatable TypesMed$180K
Payment Timing OptimizationMed$240K
Vendor Master UnificationLow$35K
Accounts Receivable
3 items
$150K
Intelligent Collections PrioritizationMed$95K
Cash Application AutomationLow$40K
Dispute Detection + RoutingLow$15K
Close Management
4 items
$180K
Intercompany ReconciliationHigh$90K
Journal Entry AutomationMed$45K
Close Readiness TrackingLow$30K
Entity-level Task ManagementLow$15K
Expense Management
2 items
$55K
Ramp-to-NetSuite Auto-categorizationLow$40K
Policy Violation DetectionLow$15K
Treasury
3 items
$70K
Daily Cash Position AutomationLow$25K
Rolling 13-Week Cash ForecastMed$30K
FX Exposure MonitoringHigh$15K
FP&A + Tax
3 items
$95K
Variance Analysis Auto-generationMed$60K
Management Reporting AssemblyLow$20K
Quarterly Tax Estimate AssemblyMed$15K
4-Month Implementation Timeline
Month 1
Month 2
Month 3
Month 4
AP Exception Triage
Ramp→NetSuite Sync
Invoice Intake + Auto-coding
Vendor Master Unification
Close Readiness Tracking
AR Collections Prioritization
Cash Application Automation
Intercompany Reconciliation
PO Matching Automation
Policy Violation Detection
Journal Entry Automation
Entity Close Task Management
Payment Timing Optimization
Daily Cash Position
Rolling Cash Forecast
FX Exposure Monitoring
Variance Analysis Auto-gen
Management Reporting
Tax Estimate Assembly
Dispute Detection + Routing
Full Cross-system Integration
Month 1: The first workstreams stand up under close supervision. Output accuracy climbs from 88% in week 1 to 96% by week 3 and clears 97% by go-live, with a person checking every result the agents produce.
Month 2: Receivables and intercompany work come online. Intercompany reconciliation carries the longest runway because it bridges three separate systems.
Month 3: The first end-to-end monthly close runs on the new stack, with a goal of finishing in 12 days or fewer versus the current 18 to 22.
Month 4: The second close on the fully live system aims to compress the cycle further, into the 7-to-9-day range.
Projected Annual Value
Labor redeployment$680K
AP, AR, Close, Treasury, FP&A
Early payment discount capture$240K
Automated invoice processing
DSO improvement on AR book$180K
Intelligent collections
Error reduction + audit avoidance$140K
Intercompany, vendor master
Projected Annual Value
$1.2M
projected annual value
Redeploying labor means reassigning hours to higher-value work, not cutting jobs. AP analysts move from clearing exceptions to managing vendor relationships and optimizing spend. The controller trades reconciling four entity spreadsheets by hand for financial strategy.
Investment Summary
Phase 1
Completed
Audit
Phase 2
Implementation
4 months
Phase 3
Ongoing
Usage-based
Next Steps
01
Scope Alignment Call
We walk through this deliverable together and lock the Phase 2 scope. Sequencing follows business impact and workstream dependencies. We agree on the metrics that define success.
02
Implementation Kickoff
A Noetic Deployment Corporation engineer works on-site for the opening two weeks to observe live workflows and stand up the first agents, then moves to a remote cadence with weekly check-ins. Expect the earliest agent output within week one.
03
Your Team's Role
We'll need administrator access to NetSuite and QuickBooks, plus a 30-minute weekly touchpoint with the Controller. The AP Team Lead serves as the lead subject expert through Month 1, with the AR Team Lead taking over for Month 2.
04
Governance Setup
Approval routes are wired up before any agent handles live work, and every result passes a human check during ramp-up. As confidence scores clear their thresholds, manual review steps down.
05
First Close Cycle
By Month 3, agents drive a complete monthly close: exception triage, the Ramp sync, and close tracking. The aim is a 12-day close, cut from today's 18 to 22.