Water & Wastewater Engine Pack
Required data files
Files that create the strongest first run.
Sample intelligence cards
Signals this industry can review.
Recommended Industrial IQ engine pack
Water & Wastewater diagnostic package.
PartsCleanse AI
MRO catalog deduplication, field quality, UOM consistency, and duplicate capital exposure.
Open documentationAssetMind AI
Asset-to-part linkage, critical spare coverage, obsolete asset spares, and plant risk heatmaps.
Open documentationInventoryMind AI
Dead stock, slow-moving stock, excess, stockout risk, and duplicated stock exposure.
Open documentationReliabilityMind AI
Work-order spare availability, false stockout risk, repeat demand, and shutdown readiness.
Open documentationGovernanceMind AI
Evidence traceability, confidence tiering, human review, auditability, and no-write-back governance.
Open documentationExecutive interpretation
How leaders read the diagnostic.
| CFO | Working capital exposure, carrying cost, emergency premium, and renewal value. |
| COO | Operational risk, site readiness, asset coverage, and action progress. |
| CIO | ERP readiness, data quality, governance, and no-write-back risk control. |
| Procurement | Supplier overlap, emergency buys, repeated purchases, and leakage evidence. |
| Maintenance | False stockout, spare availability, shutdown readiness, and reliability risk. |
Force Team validation
Water & Wastewater Industrial IQ Guide 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. |
