Works from CSV or workbook exports produced from SAP, IBM Maximo, Oracle ERP, Hexagon EAM, Infor, and other ERP, EAM, or CMMS systems. No direct integration or write-back is required — Review data requirements →
Founder-Led Industrial IQ Pilot

A low-risk diagnostic engagement before ERP, MDM, inventory, procurement, or AI transformation spend.

Founder-led pilots help asset-intensive buyers turn exported operational data into source-backed evidence, confidence tiers, reports, and governed actions before committing to larger cleanup, optimization, migration, or AI programs.

Run Free Industrial IQ SnapshotDownload Buyer GuideView Sample Report
Founder-ledDirect diagnostic scoping
8 enginesCatalog, inventory, procurement, finance, asset, reliability, readiness, governance
No write-backRead-only diagnostics
Evidence summary

Buyer evidence resource

Founder-Led Industrial IQ Pilot: Use this page to understand the operating question, exported-data evidence path, review boundary, and next Industrial IQ action. Request a founder-led Industrial IQ pilot with evidence tables, confidence tiers, executive report, action tracker, no ERP write-back, and source-file purge.

Run Free Industrial IQ Snapshot
Review ownerExecutive sponsors, operating leaders, finance reviewers, procurement teams, maintenance owners, ERP/data leaders, and governance reviewers who need evidence before approving action.
Input file contextOperational CSV exports, item master fields, inventory, procurement, asset, work-order, finance, readiness, or governance data depending on the page.
Diagnostic evidenceSource-backed evidence, scores, confidence tiers, report outputs, action tracking, score history, and governance context.
Recommended actionRun Free Industrial IQ Snapshot and select the diagnostic engine that matches the operating question.
Request a pilot engagement
Pre-upload scoping only: do not attach or paste private operational data here. The governed diagnostic upload path applies no ERP write-back, source-file purge after report generation, and human review before action.
What a pilot includes
Onboarding callConfirm source systems, stakeholder roles, diagnostic intent, and security review path.
Source-fit reviewValidate the export, required fields, field mapping, and source-quality constraints before evidence is trusted.
Industrial IQ diagnostic runRun the selected engine or engine pack and produce findings, confidence tiers, score, and evidence table.
Executive reportPackage CFO, COO, CIO, procurement, maintenance, and governance interpretation with assumptions and exclusions.
Action trackerRoute findings to owner review with accept, reject, defer, or escalate decisions.
Strong-fit pilot profiles: ERP migration planned, inventory optimization under review, MRO cleanup needed, AI-readiness concerns, suspected working-capital exposure, maintenance/spares reliability issue, or board pressure to prove value.
Pricing
Founder-led pilotStructured diagnostic engagement with full evidence package — pricing provided after scoping call or through the published diagnostic plan range where applicable.
Free SnapshotStart with sample or limited upload before committing to a founder-led review.
Primary conversion path Submit the pilot form when there is an active initiative. Use the Snapshot first when the buyer only needs engine routing or proof format.
Pilot timeline

A practical 15-day founder-led diagnostic sequence.

TimingStageWhat happens
Day 0ScopingConfirm buyer problem, source systems, engine fit, and security review needs.
Day 1-2Data export and uploadPrepare CSV/workbook exports through the governed diagnostic path.
Day 3-5Mapping and source-fit validationMap fields, validate required data, and confirm assumptions.
Day 6-10Diagnostic run and evidence reviewGenerate findings, confidence tiers, score, and review candidates.
Day 11-13Report preparationPackage executive report, evidence table, action queue, and limitations.
Day 14-15Executive readoutReview next-step decision with the buyer committee.
Outputs

What AI2COE provides at the end of the pilot.

diagnostic scoreevidence tableconfidence tiersrisk summaryaction queueexecutive reportboard-ready summary
What it does not do
No ERP write-backNo autonomous source-system change.
No blind mergeNo automatic deletion or uncontrolled master-data update.
No unsupported savings guaranteeValue is reviewed as diagnostic evidence, not promised realized savings.
Pilot success criteria

A successful pilot should end with a decision, not a vague demo reaction.

Source-fit score available

The exported data maps clearly enough to support a meaningful diagnostic.

Evidence confidence tiers generated

Findings separate high-confidence evidence from review-sensitive candidates.

Material action queue created

The buyer receives prioritized actions with owner, status, and review logic.

Executive report delivered

Finance, operations, technology, procurement, and governance readers can understand the result.

Buyer review completed

The pilot ends with accepted, rejected, deferred, or escalated next steps.

Next-step decision made

Leadership decides whether to fund cleanup, MDM, ERP readiness, optimization, recurring diagnostics, or no action.

Product experience

Inspect the upload, mapping, evidence, score, report, and action workflow before private data is uploaded.

These are illustrative Industrial IQ UI previews using sample/demo labels. They show the enterprise workflow buyers should expect: read-only upload, mapped fields, confidence-tiered evidence, executive reporting, and governed action tracking.

Industrial IQ in 2 Minutes
Industrial IQ illustrative upload workflow preview Illustrative product UI preview

Upload operational data

CSV/workbook exports from ERP, EAM, CMMS, inventory, procurement, asset, and maintenance systems. No ERP write-back.

Industrial IQ field mapping preview Illustrative product UI preview

Map fields

AI-assisted column matching exposes required fields, optional fields, source-fit score, and data readiness before the run.

Industrial IQ evidence table preview Illustrative product UI preview

Evidence table

Findings show source row, matched record, reason code, confidence, business impact, and reviewer status.

Industrial IQ diagnostic score preview Illustrative product UI preview

Diagnostic score

Score cards separate duplicate risk, source-fit, capital exposure band, and action priority.

Preview boundary: visuals use sample/demo content and do not represent customer data, approved customer outcomes, or financial commitments.

Evaluation assets

Proof, templates, trust, and pilot paths for serious buyers.

Enterprise evaluation asset

View Sample Reports

Inspect evidence, score, report, and action outputs before upload.

 Enterprise evaluation asset

Download Buyer Evaluation Guide

Use the buyer committee, technical, procurement, and security review checklist.

 Enterprise evaluation asset

Download Data Templates

Prepare starter CSV structures for all eight Industrial IQ engines.

 Enterprise evaluation asset

View Security Brief

Review hosting, access, retention, DPA, SLA, SOC 2 roadmap, and no-write-back controls.

 Enterprise evaluation asset

Request Founder-Led Pilot

Scope a low-risk diagnostic engagement before transformation spend.

Buyer journey

Choose the next action by buyer readiness.

Choose the next action based on where the buying committee is now: proof review, data readiness, pilot scoping, or security validation.

Open evaluation guide
Stage: Need proof first View sample diagnostic reports

Inspect evidence rows, confidence tiers, limitations, scores, and owner actions before sharing private data.

View Sample Reports Stage: Have an export ready Run an Industrial IQ Snapshot

Start with exported operational data or sample data and route the issue to the right diagnostic engine.

Run Snapshot Stage: Need committee alignment Download the buyer evaluation guide

Use the finance, operations, technology, procurement, maintenance, and security checklist for internal review.

Download Buyer Guide Stage: Active initiative Request a founder-led pilot

Use this path when ERP migration, inventory action, procurement leakage, or AI readiness needs a scoped diagnostic.

Request Pilot Stage: Security review Review the security brief

Validate no ERP write-back, source-file purge, human review, access controls, DPA/SLA path, and retention boundaries.

Review Security Brief

Trust boundary: No ERP write-back. Source files purged after report generation. Human review before action. Sample reports use demonstration data until replaced by uploaded-data diagnostics.

Pilot path

Choose the next step that matches your buying stage.

Industrial IQ is designed for evidence-first buyers. Review sample proof, run a bounded Snapshot, align the buyer committee, or request a founder-led diagnostic pilot when the operating problem is ready for review.

Read-only diagnostics · No ERP write-back · Source files purged after report generation · Human review before action
Still evaluating View Sample Reports

See what the report looks like before sharing internal data.

 Have a data export Run Free Industrial IQ Snapshot

Start with an export-first diagnostic path and no ERP write-back.

 Need committee alignment Download Buyer Evaluation Guide

Give finance, operations, procurement, ERP, security, and maintenance the same evaluation frame.

 Ready for review Request Founder-Led Pilot

Ask for a founder-led pilot review when the problem has an owner and source data is available.

AI2COE Copilot