Industrial IQ by AI2COE
Summary
ERP data quality reports that take weeks to produce, require IT involvement, and still leave procurement sponsors asking 'but what does this mean for our budget?' — that's the gap Industrial IQ was built to close.
Industrial IQ accepts exports from SAP, Maximo, Oracle, and other CMMS platforms, runs read-only diagnostics across eight specialized engines covering catalog quality, inventory risk, procurement leakage, working capital, and AI readiness, then returns scored reports with traceable evidence — without touching the source system. Source files are purged after report generation, and a human review step sits between the diagnostic output and any action. The workflow is organized by decision-maker role rather than product module, so a CFO lands on FinanceMind AI and InventoryMind AI without needing to decode the full engine family first. The ceiling appears when teams need real-time monitoring or want to feed diagnostic outputs directly into ERP remediation workflows — neither is supported without the paid Continuous tier, and write-back is explicitly out of scope by design.
Bottom line: Pick this when a finance or procurement sponsor needs evidence-backed scores from an ERP export before committing to a data cleanup program; plan a different architecture when your team needs automated remediation or live operational monitoring.
Pricing Plans
Flat RateLast verified 2 weeks ago- Price
- $8,000 – $20,000
- Free Tier
- Sample or limited CSV upload; preview of top findings, score signal, and evidence model; confidence-tiered outputs; no ERP write-back; source files purged after report generation
Free Industrial IQ Snapshot
Confirm the operating question, likely engine, and proof format before budget approval. Free sample or limited upload with no credit card required.
- 1 engine (sample data)
- Sample/limited CSV upload
- Preview of top findings and score signal
- Confidence-tiered outputs
- Evidence model preview
- No ERP write-back
- Source files purged after report generation
Diagnostic Plan
Fixed-fee diagnostic plan scoped by engine, data volume, and review depth. Proof of value engagement with mapped data validation and executive report.
- 1 selected engine (full data)
- Full catalog upload
- Selected Industrial IQ engine diagnostic
- Mapped data validation and evidence table
- Executive report with assumptions and limitations
- Confidence tiers and human-review recommendations
- Action tracker and next-step governance package
- Data Processing Agreement included
- No ERP integration
- Source files purged after report generation
Continuous Intelligence Plan
Recurring monthly or quarterly uploads with score history, trend comparison, and action tracking for ongoing operating value.
- 1+ engines (full data)
- Recurring uploads
- One or more Industrial IQ diagnostic engines
- Recurring score history and trend comparison
- Action tracker, review queue, and governance exports
- Executive cockpit for CFO, COO, CIO, procurement, and maintenance
- Renewal value report
- Score history and governance metadata retained
Enterprise Intelligence Plan
Expansion ARR for all engines and multi-site rollup with governance exports, benchmark reports, and audit evidence packs.
- All eight Industrial IQ diagnostic engines
- Multi-site executive cockpit and leadership rollup
- Governance exports, benchmark reports, and audit evidence packs
- Private deployment options reviewed
- Benchmark comparison and recurring renewal value reporting
- Custom DPA, security review, and retention controls available
View full pricing on ai2coe.com →
Pricing may have changed since last verified. Check the official site for current plans.
Community Performance Report Card
No community ratings yet. Be the first to rate this tool!
Community Benchmarks Community
Sign in to submit a benchmarkNo community benchmarks yet. Be the first to share a real-world data point.
Pros
Sign in to edit- No ERP credentials or integration required — diagnostics run against exported files, so security and legal review cycles that normally block third-party data tools are bypassed before the first conversation.
- Eight role-mapped engine pairings (CFO, COO, CPO, CIO, CISO) mean the right diagnostic pairing surfaces for a given decision-maker without requiring them to navigate the full product suite, which reduces time-to-first-evidence for sponsors who would otherwise disengage.
- Source files purged after report generation, so teams operating under strict data retention policies can run diagnostics without creating a permanent third-party data residency problem.
- Scores and actions are tracked across multiple sites and over time via Score History and Action Tracker — paid-only features — so organizations running multi-site asset programs can compare data quality across ERP exports rather than managing spreadsheets of findings.
- Compatible with SAP, IBM Maximo, Oracle ERP, Hexagon EAM, Infor, and any CMMS that produces exportable files, which means the diagnostic workflow does not require a single ERP environment or a migration to run.
Cons
Sign in to edit- The platform produces evidence and scores but does not write corrections back to any source system — teams that need to act on findings at scale must manually execute remediation in their ERP or CMMS, which becomes a separate project. Organizations expecting the diagnostic to feed directly into an automated cleanup workflow will hit this wall immediately after the first report.
- File-upload diagnostics reflect the state of the export at upload time — there is no live connection to operational data. Teams monitoring data quality against a production ERP that changes daily will find the Free Snapshot and one-off Diagnostic tiers structurally insufficient; the Continuous tier (a paid-only feature) addresses this, but the architectural model remains batch-based rather than event-driven.
- There is no API and no self-hosted option, which means teams building internal data quality pipelines or operating in air-gapped environments cannot embed Industrial IQ into an automated workflow. At the point where procurement or data engineering needs programmatic access to diagnostic outputs, teams move to purpose-built data quality platforms such as Great Expectations or Ataccama that expose APIs and support pipeline integration.
Community Reviews
Sign in to write a reviewNo reviews yet. Be the first to share your experience.
About
- Platforms
- Web SaaS
- API Available
- No
- Self-Hosted
- No
- Last Updated
- 2026-06-23T16:30:30.211Z
Best For
Who it's for
- Finance, procurement, and operating sponsors needing proof before commitment
- Teams comparing data quality across ERP-exported files
- Organizations requiring governed diagnostics without system changes
What it does well
- Diagnose MRO and inventory data issues via free or paid uploads
- Generate evidence-backed reports for procurement and asset management
- Track recurring scores and actions across multiple sites
Integrations
Discussion Community
Sign in to commentNo discussion yet. Sign in to start the conversation.
Compare Industrial IQ by AI2COE
Spotted incorrect or missing data? Join our community of contributors.
Sign Up to ContributeCommunity Notes & Tips Community
Sign in to contributeBe the first to contribute. General notes, observations, gotchas, and tips from people who use this tool day-to-day.
Frequently Asked Questions
- Is Industrial IQ by AI2COE free?
- Industrial IQ by AI2COE has a permanent free tier alongside paid upgrades (paid plans from $8,000 – $20,000). You can keep using a baseline version indefinitely without paying.
- Is Industrial IQ by AI2COE open source?
- No — Industrial IQ by AI2COE is a closed-source tool. Source code is not publicly available.
- What platforms does Industrial IQ by AI2COE support?
- Industrial IQ by AI2COE is available on: Web SaaS.
Hours Saved & ROI Stories Community
Sign in to contributeBe the first to contribute. Concrete time/cost savings, with context. e.g. "Cut my code review backlog from 4h to 45m per week."
Best Industrial IQ by AI2COE alternatives →
Curated lists that include this category
Industrial IQ runs read-only diagnostics on uploaded operational data files — material masters, inventory balances, purchase orders, work orders, asset registers — and returns scored reports, traceable evidence, and prioritized actions across eight AI engines: PartsCleanse AI for catalog deduplication, InventoryMind AI for inventory risk, ProcureMind AI for procurement leakage, FinanceMind AI for trapped working capital, AssetMind AI for asset-to-part linkage, ReliabilityMind AI for maintenance readiness, ReadyMind AI for AI readiness, and GovernanceMind AI for evidence governance. The core workflow is upload, diagnose, review — no ERP credentials, no write-back, no system integration required to start.
The trust boundary is the differentiating design choice. Source files are purged after report generation, a human review step precedes any action, and the vendor states that no ERP write-back occurs at any tier. For organizations where security or legal review is a prerequisite to touching operational data with a third-party tool, this architecture removes the primary objection before procurement starts.
Industrial IQ fits asset-intensive operations — oil and gas, mining, manufacturing, utilities, aviation MRO, fleet, ports — where a CFO, CPO, COO, or CIO needs scored evidence to justify a remediation investment, not a consultant’s slide deck. It fits worst at the stage after the evidence exists: teams that need to act on findings at scale, automate remediation, or monitor data quality continuously against live ERP state will exhaust what a file-upload diagnostic model can deliver. The paid-only Continuous tier addresses recurring monitoring, but automated ERP correction remains outside the platform’s stated scope by design.