Stage 6 · Roadmap

Finance / AP Invoicing — AI Roadmap

Approved at G2 on 21 Aug 2026. I7 promoted by human decision: it removes two shadow systems and the key-person risk the model could not score.

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Approved roadmap v1.0 — 8 initiatives. Total estimated annual saving AED 1.46-1.97M.

Intelligent Invoice Intake (IDP + auto-logging)

Azure AI Document Intelligence (OCR + field extraction) + SAP API integration

Impact: Very HighFeasibility: High

Time to value

6-8 wks

Annual ROI

AED 580-780k

Scope affected

4 AP clerks (task-level — not role elimination)

Approval Workflow Automation

Microsoft Power Automate + Power Apps approval interface + SAP write-back

Impact: HighFeasibility: High

Time to value

4-6 wks

Annual ROI

AED 220-300k

Scope affected

15-25h/week (clerks chasing) + 12-20h/week (managers approving by email)

GRN Auto-Trigger and Notification

SAP workflow + Teams/email notification + optional IoT for physical goods

Impact: HighFeasibility: Medium

Time to value

6-8 wks

Annual ROI

AED 180-240k

Scope affected

~40% of exception queue eliminated

Real-Time AP Dashboard

Power BI connected to SAP (live DirectQuery or near-real-time refresh)

Impact: HighFeasibility: High

Time to value

3-4 wks

Annual ROI

AED 120-160k

Scope affected

~4-5h/week (manual report) + management decision quality

FX Revaluation Automation

SAP FX module configuration + Central Bank API integration

Impact: Very High (per transaction)Feasibility: Very High

Time to value

2-3 wks

Annual ROI

AED 80-100k + error elimination

Scope affected

3-6h/week (manual process)

AI Duplicate Invoice Detection

Azure OpenAI / fuzzy matching model on invoice fields at W01

Impact: HighFeasibility: High

Time to value

3-4 wks

Annual ROI

AED 60-90k + 2 prevented duplicate payments

Scope affected

—

Dispute Tracking Portal

Power Apps (simple case management) + SAP integration

Promoted at G2Impact: MediumFeasibility: Medium

Time to value

6-8 wks

Annual ROI

AED 70-100k

Scope affected

—

Human decision: Promoted from "deferred" to Rank 7 after SME confirmed the AP Specialist is the single owner of a business-critical shadow system with no backup.

GRN-Fed Accrual Engine

SAP workflow automation + accrual calculation logic

Impact: HighFeasibility: Medium

Time to value

8-10 wks (depends on I3)

Annual ROI

AED 150-200k + restatement elimination

Scope affected

—

Sequencing

QUICK WINS (Weeks 1-8 post-G2)

Week 1-3: I5 — FX Revaluation Automation [fastest, lowest risk, highest error elimination]
Week 2-4: I4 — Real-Time AP Dashboard [no SAP write; read-only; immediate management value]
Week 3-6: I6 — AI Duplicate Detection [integrates at W01 intake; low dependency]
Week 4-6: I2 — Approval Workflow Automation [Power Automate; parallel to I1 build]

MEDIUM TERM (Weeks 6-14 post-G2)

Week 4-8: I3 — GRN Auto-Trigger [dependency for I8; needs Procurement sign-off]
Week 6-10: I1 — Intelligent Invoice Intake [largest ROI; Document Intelligence + SAP integration]
Week 6-10: I7 — Dispute Tracking Portal [replaces the shadow systems]

DEPENDENT (after I3 and I1 stable)

Week 10-14: I8 — Accrual Engine [requires reliable GRN data from I3]

Expected outcomes

Metric	Current	After roadmap
Team hours on avoidable manual work/week	55-75h	10-15h
Approval median wait time	2-3 days	<24h
Exception queue GRN-related	~40% of all exceptions	Near-zero
FX posting error rate	2/year confirmed	Zero
AP aging data lag	5-7 days	Near-real-time
Restatements/quarter	2-3	Near-zero
Duplicate payment incidents	2 in 18 months	Near-zero
Total estimated annual saving	—	AED 1.46-1.97M