What data does Industrial IQ need?

Industrial IQ works from CSV exports. Required fields vary by engine, and the docs list minimum viable uploads plus best uploads.

Are ROI results final financial outcomes?

No. ROI pages label benchmark, estimate, assumption, limitation, and customer-specific diagnostic requirements.

Does Industrial IQ write back to ERP?

No. Industrial IQ creates evidence-backed diagnostics, reports, actions, and governance review without ERP write-back.

Industrial IQ Snapshot Entry Path

Industrial IQ Snapshot

Snapshot-to-diagnostic conversion path and buyer decision gate.

The Industrial IQ Snapshot is the low-friction entry path for AI2COE. It helps buyers identify the right diagnostic engine, preview source-fit requirements, inspect sample evidence, and decide whether uploaded-data diagnostics are justified before larger remediation, ERP, AI, or consulting commitments.

UploadCSV export or sample dataset

Source FitRequired fields and data quality

AI MatchColumn aliases and confidence

NormalizeCanonical field preparation

DiagnoseEngine logic and evidence

ReportScore, actions, assumptions

RepeatScore history and renewal value

Buyer decision gate

How a Snapshot becomes a diagnostic.

1. Operating question	The buyer names the problem: catalog quality, inventory risk, procurement leakage, working capital, asset-to-part readiness, maintenance readiness, AI readiness, or governance control.
2. Source-fit check	Industrial IQ confirms which ERP, EAM, CMMS, inventory, procurement, asset, work-order, or governance exports are available before upload.
3. Engine routing	The Snapshot routes the buyer to the most relevant Industrial IQ engine instead of forcing every problem into a catalog-only workflow.
4. Sample proof	The buyer can inspect sample reports and assumptions before private operational data is shared.
5. Diagnostic gate	If the business question and data are strong enough, the buyer can move from Snapshot to a paid diagnostic or recurring intelligence path.

Engine routing

Choose the operating problem first, then the engine.

Snapshot engine path

PartsCleanse AI

MRO catalog deduplication, field quality, UOM consistency, and duplicate capital exposure.

Open documentation

Snapshot engine path

InventoryMind AI

Dead stock, slow-moving stock, excess, stockout risk, and duplicated stock exposure.

Open documentation

Snapshot engine path

ProcureMind AI

Emergency procurement, stocked-but-purchased events, repeated buys, supplier alias risk, and price variance.

Open documentation

Snapshot engine path

FinanceMind AI

Duplicate capital exposure, carrying cost, emergency premium, and recoverable value scenarios.

Open documentation

Snapshot engine path

AssetMind AI

Asset-to-part linkage, critical spare coverage, obsolete asset spares, and plant risk heatmaps.

Open documentation

Snapshot engine path

ReliabilityMind AI

Work-order spare availability, false stockout risk, repeat demand, and shutdown readiness.

Open documentation

Snapshot engine path

ReadyMind AI

ERP data quality, governance readiness, operational readiness, and first-use-case recommendation.

Open documentation

Snapshot engine path

GovernanceMind AI

Evidence traceability, review-level assignment, owner approval, auditability, and no-write-back governance.

Open documentation

Trust boundary

Snapshot review is diagnostic-first and no-write-back.

Industrial IQ Snapshot does not change ERP, EAM, CMMS, inventory, procurement, asset, or maintenance systems. It clarifies data readiness, sample-proof expectations, report outputs, and next action before any customer-specific findings are treated as operational evidence.

Primary CTARun Free Industrial IQ Snapshot.

Proof assetView Industrial IQ sample reports.

Commercial pathExplore pricing or request a diagnostic discussion.

Buyer Enablement Validation

Industrial IQ Snapshot buyer enablement checklist.

Problem solved	Turns an operational data question into source-backed diagnostic evidence.
Who cares	CFO, COO, CIO, procurement, maintenance, reliability, ERP, governance, and board stakeholders where relevant.
Data needed	CSV exports with stable IDs, descriptions, quantities, values, dates, site, asset, supplier, and owner context where available.
Output delivered	Scores, evidence table, confidence tiers, executive report, action tracker items, score history, and governance status.
Value quantified	Working capital, carrying cost, emergency premium, dead stock, stockout risk, readiness gaps, or governance risk depending on diagnostic intent.
Decision supported	Whether to act, review, normalize data, escalate findings, fund remediation, or repeat the diagnostic cadence.
Report shared internally	Executive, CFO, procurement, inventory, readiness, governance, or renewal value report.
Recurring value	Baseline score -> re-upload -> score movement -> action closure -> benchmark comparison -> renewal value report.
Assumptions and limitations	Benchmarks and estimates remain planning context until customer-specific uploaded data is analyzed and reviewed.
Trust controls	No ERP write-back, evidence traceability, confidence tiers, human review, false-positive control, audit trail, and data-retention boundaries.

Run Free Industrial IQ Snapshot View Required Data by Engine Review Trust Controls

Decision framework

What this page helps leaders decide.

Definition

Industrial IQ Snapshot is the cross-engine entry path that helps a buyer select the right diagnostic before committing to a paid engagement or recurring intelligence path.

Commercial relevance

The Snapshot reduces buying risk by confirming the operating question, source-data readiness, likely diagnostic path, and proof asset before private data or budget is committed.

Operational symptoms

A buyer knows the issue is material but is unsure whether the first run should focus on catalog, inventory, procurement, finance, asset, reliability, readiness, or governance evidence.

Required input files

A representative sample of available exports, data dictionaries, system ownership notes, and business questions from the buying committee.

Diagnostic method

The Snapshot uses source-fit review and engine routing logic to determine the best first diagnostic path.

Evidence model

Recommended engine, required-file checklist, sample-report path, assumptions to validate, and decision gate for diagnostic scope.

Buyer-role interpretation

Executives use it to decide whether a diagnostic is worth funding; data owners use it to prepare exports; governance teams use it to approve boundaries.

Traditional approach vs Industrial IQ

Traditional discovery often starts with sales qualification. Industrial IQ Snapshot starts with data fit, evidence expectations, and buyer decision requirements.

Trust boundary

The Snapshot is an evaluation path and does not treat benchmark assumptions or sample outputs as customer-specific proof.

Recommended next step

Run an Industrial IQ Snapshot when the buyer needs routing clarity, view sample reports when the buyer needs proof format, request a diagnostic discussion when scope and data availability are known, or explore pricing when the buying path is ready for commercial review.

Related Industrial IQ pages

Industrial IQ platform · Industrial IQ Snapshot · Sample reports · Documentation · Trust Center

Run Free Industrial IQ Snapshot Sample reports · Diagnostic discussion · Pricing

Enterprise review lens

Use this page to decide the next evidence step.

Industrial IQ pages are designed to move enterprise buyers from operating pain to source-backed diagnostic evidence, not to force an immediate platform commitment.

Best-fit reader

Finance, operations, procurement, maintenance, reliability, ERP/data, security, and executive sponsors.

Evidence to prepare

Relevant ERP, EAM, CMMS, inventory, procurement, asset, work-order, or readiness exports where available.

Output to expect

A diagnostic route, sample proof format, report evidence, confidence tier, owner review path, or commercial next step.

Trust boundary

Read-only diagnostics, no ERP write-back, source-file purge after report generation, and human review before action.

Explore the 8 diagnostic engines View sample reports Review no ERP write-back Run a Snapshot