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From ERP Dependency to AI‑Enabled, Data‑Driven Independence

Building autonomous operations. Delivering accurate data. Enabling confident decisions.

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insiderspmo@insiderspmo.com · +1 727 717 3440

SAPDynamics 365NetSuiteOracleRecord-to-ReportMaster data governanceSOX-ready controlsGRCPower BITableauIntercompany reconciliationMonth-end closeSAPDynamics 365NetSuiteOracleRecord-to-ReportMaster data governanceSOX-ready controlsGRCPower BITableauIntercompany reconciliationMonth-end close

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Finance-first ERP transformation, in practice.

How we run AI master data governance inside your finance team: scan for duplicates, detect missing fields, and keep your ERP as the system of record.

The situation

Most ERP finance programs reach a decision point around month 18.

The steering committee stops asking about the go-live date and starts asking a harder question.

Do we really control our data, and do we have the real data to run our company?

Budget has crept past the approved envelope
The design phase overran
Two integrators are pointing at each other
Finance still doubts the close will get any faster

Inside U.S. manufacturing finance teams, on the ERP you already run

ERP and finance transformation · Executive perspective

Finance ERP programs rarely fail because of the technology.

They fail when financial data is fragmented, controls are unclear, and teams don’t adopt the processes the system requires.

InsidersPMO helps Finance & Accounting teams take control of their data, strengthen governance, and improve adoption so you can trust your numbers and make better decisions. No new ERP to buy. No ERP to replace.

Book a 30-minute review → Opens Google Calendar · pick any open 30-minute slot

15 → 7days to close the books, five-site manufacturing program

+70%master-data accuracy

1,000+users trained and adopted

3 wks → <48 hexternal-audit evidence preparation

40–50%close-cycle reduction across manufacturing groups

The diagnosis

Transformation depends on in-house governance, trusted data and business-led adoption, not technology alone.

Governance

Scope and risk visible from week one

Phase-gate control, RAID discipline and a steering cadence that keep scope and risk visible from week one.

Data

Owned by the business

Master data owned by Finance, Procurement and Operations, with validation rules and named stewards.

Adoption

Trusted at month-end

A system the accounting team trusts at month-end, not just on go-live day.

Where risk concentrates

A fragmented finance landscape concentrates risk.

One entity on a legacy ledger, another on spreadsheets bolted to the ERP, a third reconciling intercompany balances by hand.

Data isolationDuplicate vendor and customer masters; reports that will not tie out.

Operational riskReconciliation errors and posting delays compound at every close.

Compliance gapsEvery external audit turns into emergency remediation.

Close readiness · reconciliationIllustrative

AP subledger to GLMatched

Intercompany balancesMatched

GR/IR clearingReview aging

Vendor master qualityFlagged < 50%

Unmatched items are routed to an owner before close, not discovered during the audit.

AI-governed master data

Master data governance decides whether the close holds.

Poor master data is the risk most ERP programs underestimate. Duplicate vendors, inconsistent material records and incomplete customer data silently inflate costs, delay reporting and block automation. AI proposes. Your team approves. Every change keeps an audit trail.

Duplicate detection with algorithmic matching

Vendors matched on name, address, tax ID and IBAN. Materials matched on description, manufacturer part number and dimensions. Assets matched on manufacturer, model and serial number.

200–300duplicate vendor records surfaced per program

10k–30kduplicated material masters identified

Zeroghost assets left after matching

Every record scored, 0 to 100%

Completeness, accuracy and consistency. Anything below 50% is flagged high priority for remediation.

0%50% threshold100%

CompletenessAccuracyConsistency

What changes in Accounting

Duplicate payments disappear
AP reconciliation failures stop
GL mappings hold period after period
Profit centres give an honest read on margin

Completeness audit, achieved

100% material master accuracy, with every missing field flagged and prioritised. Vendor masters validated for banking data and payment terms. Customer masters audited for credit limits and terms.

Master-data accuracy up 70% in a five-site manufacturing program.

How we work

Clean it once, then keep it governed.

Two connected workflows run on top of the ERP you already have. Nothing is replaced, and your ERP stays the system of record.

Workflow 1Consolidate and clean

One-time cleanup across your ERP and connected systems

ExtractRead vendor, customer, material and asset data from your ERP and satellite systems
StandardiseNormalise names, addresses, units, tax IDs and bank details
MatchAI finds probable duplicates across fields, with a confidence score
Best recordPropose one clean record and a key map to every duplicate
ApproveYour data owners review and decide. AI proposes, you approve
Load backMerged and corrected data returns to the ERP through its standard interfaces

Workflow 2Govern going forward

So the mess does not come back

RequestNew or changed records enter through one governed intake
ValidateRules and AI checks run before anything reaches the ledger
ApproveNamed stewards in Finance, Procurement and Operations sign off
DistributeApproved records flow to the ERP and connected systems
MeasureQuality score per record and a live dashboard of exceptions
AuditEvery change keeps a full audit trail for your auditors

GovernanceStaging, approval and a central audit trail for every change.

ConsistencyOne definition per data element, applied in every system.

ConsolidationDuplicates merged into best records, with a key map back to the originals.

IntegrationWorks with your ERP’s standard interfaces and your other systems.

FlexibilityExtends to your own data domains and mixed ERP landscapes.

Data qualityMeasured, scored and remediated continuously.

Controls and audit

Controls built into the ERP make audit readiness continuous.

~~3 weeks~~<48 h

External-audit evidence preparation. Zero restatements across the engagement.

Segregation of duties
Identity and access integration
Automated audit trails
SOX-ready by design, not bolted on

Reporting architecture

Real-time Record-to-Report moves the board pack from day 15 to day 3.

Typical today

Day 15

Target design

Day 3

Day 0Day 5Day 10Day 15

Live P&Lby plant and entity

Working capitalAR, AP, inventory

Cash flowdaily position

CAPEXcommitted vs. actual

Automation and integration deliver a 70%+ efficiency gain in the reporting cycle.

Adoption

Business-specific AI. Industry expertise. Human-led control.

1,000+users trained

92%readiness score

90%+sustained adoption

AI with a human in the loop. AI capabilities are tailored to the company’s products, operational workflows and financial processes to provide relevant guidance, accelerate learning and reduce repetitive month-end activities. Human oversight, accountability and auditability remain central.

A structured, multi-country train-the-trainer approach embeds these capabilities into everyday work, driving consistent practices, sustained adoption and measurable productivity gains.

Core expertise

Six areas of immediate value to your finance function.

Balance sheet and close

Account substantiation, journal entry discipline and a faster month-end close across multi-entity structures.

Intercompany reconciliation

Clean eliminations between entities, documented audit trails and balances that agree at every consolidation layer.

GR/IR and write-off governance

Aging analysis and documented write-off recommendations that cut accrual risk and tighten AP provisioning.

ERP finance architecture

One chart of accounts, consistent cost and profit reporting, and ledgers that reconcile without manual repair.

FP&A and executive reporting

Variance, P&L, balance sheet and cash flow packs through Power BI, Tableau and native ERP analytics.

Internal controls, SOX and GRC

Segregation of duties, GRC integration and access controls that keep the framework audit-ready all year.

Mila Lazaridou presenting the value for the CFO on a whiteboard: consolidated close 7 days after period end, 30+ country rollout, audit evidence from 3 weeks to under 48 hours, zero restatements

Mila Lazaridou presenting AI master data governance: scan for duplicates, detect missing fields, identify valuation mis-mappings — AI master data governance

Mila Lazaridou mapping AI master data cleaning solutions with a finance and operations team — Working inside your finance team

For your leadership team

Value for the CFO.

A faster, cleaner close, audit-ready controls and one version of the numbers.

Consolidated close 7 days after period end in a 30+ country rollout
Audit evidence preparation down from three weeks to under 48 hours
Zero restatements across the engagement

Track record

The same playbook has delivered across manufacturing groups.

40–50%close-cycle reduction

70%master-data accuracy gain

1,000+users trained and adopted

$5–50Mprogram budgets governed

A 30+ country ERP rollout delivered 100% on time with zero unplanned scope and a consolidated close at J+7. Reconciliation errors brought to zero. Zero restatements.

Results are from past engagements and are specific to each program. They are not a guarantee.

Your ERP stays. We add governed AI on top.

We integrate with what your finance team already runs.

SAPDynamics 365NetSuiteOracleOther platforms

How we engage

A finance partner who stays until it is yours.

We do not sell, implement or replace an ERP. We add AI-governed master data, reconciliation and reporting controls to the ERP your accounting and finance team already uses. Fractional, interim or project-based, remote or on-site, across the United States.

Finance leadershipFractional CFO, VP Finance, Head of Finance, Finance Director, Finance Manager.

ControllershipCorporate Controller, Financial Controller, Accounting Manager.

ERP finance transformationERP Finance Leader, Finance Transformation Director, ERP Program Director.

PMO and governancePMO Director, Finance PMO Lead, Program Controller.

Do we have to change or replace our ERP?

No. We integrate AI-governed controls with the ERP you already run. Nothing is replaced, and your system stays the system of record.

Is InsidersPMO a consulting firm?

No. We work inside your finance team and do not replace your ERP. We are not general consulting and not an ERP implementation partner.

Who owns the system at the end?

You do. In days 61 to 90 we hand system administration, close governance and reporting to your in-house team.

How is AI used?

AI proposes, your team approves, and every change leaves an audit trail. Finance stays in control.

Next step

A 30-day diagnostic of your ERP finance program.

For programs that are stalled, at risk or just starting. Thirty focused minutes on where your close, controls or ERP program is costing you the most, and what we would do about it.

Pick a time on Google Calendar →

Emailinsiderspmo@insiderspmo.com

Phone+1 727 717 3440

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