Quantify Working-Capital Exposure
Capital exposure, carrying cost, budget justification
Assess Operating Risk
Downtime exposure, false stockouts, site risk
Check Data Readiness
ERP migration readiness, data quality, no-write-back safety
Review Trust Controls
Upload lifecycle, retention, auditability, human review
Detect Procurement Leakage
Duplicate buying, supplier fragmentation, emergency purchases
Improve Spares Readiness
Critical-spare readiness, work-order delays, asset-to-part gaps
Assess Material Master Quality
Material master quality, field completeness, duplicate records
Review Investor Readiness
Evidence quality, pilot readiness, recurring value path, status boundaries
Buyer committee matrix
Who cares, which engine fits, and what action they should take.
| Buyer role | Pain | Best-fit diagnostic | CTA |
|---|---|---|---|
| CFO / Finance | Capital exposure, carrying cost, budget justification | FinanceMind AI, InventoryMind AI, PartsCleanse AI | Quantify Working-Capital Exposure |
| COO / Operations | Downtime exposure, false stockouts, site risk | ReliabilityMind AI, InventoryMind AI, AssetMind AI | Assess Operating Risk |
| CIO / ERP | ERP migration readiness, data quality, no-write-back safety | ReadyMind AI, GovernanceMind AI, PartsCleanse AI | Check Data Readiness |
| CISO / Governance | Upload lifecycle, retention, auditability, human review | GovernanceMind AI, ReadyMind AI | Review Trust Controls |
| CPO / Procurement | Duplicate buying, supplier fragmentation, emergency purchases | ProcureMind AI, PartsCleanse AI, FinanceMind AI | Detect Procurement Leakage |
| Maintenance / Reliability | Critical-spare readiness, work-order delays, asset-to-part gaps | ReliabilityMind AI, AssetMind AI, InventoryMind AI | Improve Spares Readiness |
| ERP / Data Leader | Material master quality, field completeness, duplicate records | PartsCleanse AI, ReadyMind AI, GovernanceMind AI | Assess Material Master Quality |
| Investor / Board | Evidence quality, pilot readiness, recurring value path, status boundaries | Industrial IQ platform pack | Review Investor Readiness |
Value-proof matrix
How operational data issues become buyer-reviewable evidence.
| Data issue | Operational risk | Financial exposure | Evidence required | Industrial IQ output | Buyer owner |
|---|---|---|---|---|---|
| Duplicate MRO records | Planner search friction and false stockout risk | Duplicate capital and carrying-cost exposure | Material master, manufacturer, MPN, UOM, plant, stock value | Duplicate-family evidence and cleanup-priority queue | ERP / Data, Procurement, CFO |
| Excess or obsolete stock | Store-room congestion and weak replenishment trust | Working capital tied up in low-movement items | Inventory balance, movement history, unit cost, aging bucket | Inventory-risk score and finance-review exposure band | CFO, COO, Materials |
| Emergency purchases | Maintenance delays and policy exceptions | Premium buys and contract leakage | PO history, emergency flag, supplier, material ID, stock on hand | Procurement leakage evidence and supplier alias queue | CPO, Procurement, Internal audit |
| Asset-to-part gaps | Critical-spare uncertainty for maintenance work | Downtime exposure and duplicated local stocking | Asset register, BOM, material master, work-order usage | Asset-to-part linkage evidence and spare coverage review | Maintenance, Reliability, EAM owner |
| AI readiness uncertainty | Use-case selection before data trust | Transformation spend without evidence | Data source, owner, quality score, governance owner, use case | Readiness score and first-use-case recommendation | CIO / CTO, Transformation, CISO |
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 assetDownload Buyer Evaluation Guide
Use the buyer committee, technical, procurement, and security review checklist.
Enterprise evaluation assetDownload Data Templates
Prepare starter CSV structures for all eight Industrial IQ engines.
Enterprise evaluation assetView Security Brief
Review hosting, access, retention, DPA, SLA, SOC 2 roadmap, and no-write-back controls.
Enterprise evaluation assetRequest Founder-Led Pilot
Scope a low-risk diagnostic engagement before transformation spend.
