AI ERP Product Capability Matrix

Short answer

The AI ERP matrix makes product capability visible without overclaiming implementation authority.

The AI2COE AI ERP product capability matrix defines what the product can show natively, what requires an approved integration, what is diagnostic evidence only, what a governed agent may prepare, and what remains unsupported without explicit enterprise authority.

Use this page to separate live AI2COE product surfaces from implementation-scoped integrations, diagnostic-only findings, governed-agent actions, and unsupported functions. That distinction lets buyers evaluate AI ERP capability without confusing it with ERP replacement, vendor certification, or autonomous transaction approval.

Native productWorklists, source registers, evidence rows, confidence tiers, reports, owner review, action tracking, and audit metadata.

Implementation scopeRead APIs, workflow handoffs, write authority, identity mapping, and system-of-record controls.

Default boundaryIndustrial IQ diagnostics remain no-write-back unless an approved implementation grants specific authority.

Four capability classes

Use the class before trusting the capability claim.

Class	What it means
Native AI2COE capability	Product worklists, source-object registers, evidence rows, confidence tiers, owner review queues, reports, action trackers, and audit metadata rendered in AI2COE.
Integrated capability	Approved source-system read access, API use, workflow handoff, identity mapping, and transaction authority only where the enterprise implementation authorizes it.
Diagnostic capability	No-write-back evaluation of exported or approved source records to classify readiness, source fit, limitations, candidate signals, and review actions.
Governed agent capability	Authority-bounded agents that observe, analyze, recommend, prepare, or submit only inside approved limits, denied-action lists, and human-review controls.

Module-by-module matrix

AI ERP coverage across thirteen industrial module lenses.

Module	Native AI2COE capability	Integrated capability	Diagnostic capability	Governed agent capability	Unsupported without approval
Finance	Finance worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	general ledger, chart of accounts, journal entry, posting period; approved APIs or workflow handoffs require implementation review.	unmapped cost centers, invoice exception clusters, valuation ambiguity; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not claim automated close, autonomous posting, finance benchmark publication, financial-return promises, assured saving outcomes, or formal financial-control attestations.
Procurement	Procurement worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	supplier master, supplier onboarding record, purchase requisition, RFQ; approved APIs or workflow handoffs require implementation review.	supplier aliases, repeat emergency buys, stocked-but-purchased candidates; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not claim automated sourcing, autonomous purchase orders, assured leakage recovery, or approved supplier-action outcomes.
Inventory	Inventory worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	inventory balance, reserved stock, available-to-promise quantity, storage location; approved APIs or workflow handoffs require implementation review.	false-stockout candidates, slow-moving inventory, excess inventory candidates; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not approve inventory reduction, stock movement, reorder changes, cycle-count posting, disposal, or recoverable-cash claims.
Manufacturing	Manufacturing worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	MRP element, BOM, routing, work center; approved APIs or workflow handoffs require implementation review.	BOM gaps, routing ambiguity, work-center context gaps; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not claim live production optimization, MES replacement, production release automation, or quality-release authority.
Supply Chain	Supply Chain worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	demand forecast, sales order demand, supply plan, available-to-promise record; approved APIs or workflow handoffs require implementation review.	lead-time volatility, material shortage candidates, allocation conflict; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not claim autonomous planning, forecast accuracy, logistics optimization, order-promise authority, or automatic replenishment action.
Maintenance	Maintenance worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	maintenance notification, corrective work order, preventive work order, maintenance plan; approved APIs or workflow handoffs require implementation review.	maintenance delay signals, repeat-failure patterns, weak failure coding; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not schedule work, defer maintenance, approve permits, approve safety-related decisions, or claim live predictive-control capability.
Asset Management	Asset Management worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	asset register, equipment hierarchy, functional location, asset BOM; approved APIs or workflow handoffs require implementation review.	asset-to-part gaps, orphan spares, missing criticality; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not claim live APM monitoring, digital-twin operation, predictive accuracy, or autonomous asset lifecycle action.
Material Master	Material Master worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	material master, item master, short description, long description; approved APIs or workflow handoffs require implementation review.	duplicate material candidates, weak descriptions, manufacturer ambiguity; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not claim automatic cleansing, ERP merge approval, MDM replacement, source-record deletion, or assured duplicate reduction.
Governance	Governance worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	approval record, review owner, policy rule, policy exception; approved APIs or workflow handoffs require implementation review.	unowned findings, missing approval record, unclear authority boundary; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not certify compliance, approve autonomous ERP agents, or replace legal, security, audit, or operational review.
Quality	Quality worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	inspection plan, inspection lot, inspection result, batch; approved APIs or workflow handoffs require implementation review.	unlinked quality records, batch-context gaps, certificate-context gaps; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not automate quality release, regulated batch disposition, certification, compliance approval, or clinical/medical decisions.
Projects	Projects worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	WBS element, work package, budget line, actual cost; approved APIs or workflow handoffs require implementation review.	material readiness gaps, shutdown spares risk, procurement exception clusters; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not approve capital spend, change project scope, commit purchases, or claim schedule or savings outcomes.
Service	Service worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	service order, dispatch record, field work record, depot repair record; approved APIs or workflow handoffs require implementation review.	parts-availability gaps, field-note ambiguity, installed-base context gaps; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not claim autonomous dispatch, customer-service automation, live scheduling, or service-level outcome guarantees.
Agentic ERP	Agentic ERP worklist, source-object register, evidence table, owner-review queue, module report, and action tracker.	agent use case, tool allowlist, read permission, prepare permission; approved APIs or workflow handoffs require implementation review.	unclear authority level, missing denied-action list, unverified source data; confidence-tiered findings remain owner-reviewed.	Prepare review items, recommendations, and escalation context only inside approved authority and denied-action boundaries.	This page does not claim autonomous ERP operation, unrestricted source-system write-back, or approved production agents without implementation-specific authority.

AI ERP authority paths

Use the support page that matches the buyer question.

AI ERP path

Module coverage

All AI ERP module lenses and primary Industrial IQ support engines.

AI ERP path

Capability map

Workflow, source-object, owner, agent, evidence, and audit capabilities.

AI ERP path

Capability matrix

Native, integrated, diagnostic, governed-agent, and unsupported capabilities by module.

AI ERP path

Product demo

Demo path for module workflows, evidence outputs, and governed agents.

AI ERP path

Product tour

Synthetic procure-to-pay walkthrough with approvals, agent boundaries, and audit evidence.

AI ERP path

Procure-to-pay demo

Synthetic source-to-pay workflow from requisition through invoice match and audit trail.

AI ERP path

Product screens

Screen-state map for worklists, evidence panels, approval queues, audit trails, and report outputs.

AI ERP path

AI ERP pricing

Commercial-scope drivers for modules, users, source systems, integrations, countries, and agent authority.

AI ERP path

Module taxonomy

Classification of core ERP domains, adjacent capabilities, and unsupported-without-review areas.

AI ERP path

Implementation

Governed adoption path for module scoping, source-system review, pilot gates, and rollout.

AI ERP path

Integrations

Source export, read access, workflow handoff, and approved write-authority boundaries.

AI ERP path

AI ERP trust

No-write-back, human-review, source-file, agent-authority, and audit-control boundaries.

AI ERP path

Source systems

SAP, Oracle, Microsoft, Infor, IFS, Maximo, Epicor, Workday, EAM, and CMMS context.

AI ERP path

Industry use cases

AI ERP use-case routing across asset-intensive industry contexts.

FAQ

AI ERP evaluation questions.

Does AI2COE AI ERP cover all ERP modules?

AI2COE publishes a broad AI ERP module map across finance, procurement, inventory, manufacturing, supply chain, maintenance, asset management, material master, governance, quality, project, service, and agentic ERP. Each module remains bounded by source evidence, owner review, and approved authority.

Is AI2COE replacing SAP, Oracle, Microsoft, Infor, IFS, Maximo, Epicor, or Workday?

No. AI2COE AI ERP is an AI-native product layer and Industrial IQ is a diagnostic evidence layer around operational records. Incumbent ERP, EAM, CMMS, finance, procurement, and asset systems remain the systems of record unless a separate approved implementation changes that boundary.

Can AI2COE AI ERP write back to source systems?

Industrial IQ diagnostics are no-write-back. Transaction-changing AI ERP capability requires explicit source-system permission, product controls, security review, audit trail, and human approval.

How should an enterprise start evaluating AI ERP?

Start with a product demo or source-fit diagnostic that names the module, decision, records, owner, evidence class, confidence tier, limitation, and denied actions before any production authority is discussed.

Is this benchmark or customer outcome evidence?

No. These pages define product architecture, module coverage, source-system context, and diagnostic boundaries. Benchmark or customer outcome publication requires observed or approved data and separate review.