Your KPIs look right.
Are they?
Dashboards look fine. Assumptions don't.
We validate whether your KPIs still mean what they used to.
28 structural tests. Zero dashboards. One clear verdict.
No dashboards. No templates. Just evidence.
Sample readiness report
The numbers still look like numbers.
After an ERP go-live, a MES rollout, or a line configuration change, your KPIs still populate. Dashboards still render. Reports still export.
But the rollup logic, the key relationships, and the baseline assumptions may have quietly broken.
Most teams discover this when the board asks why the numbers moved.
Upload a dataset. Get the evidence. Decide what to trust.
Your BI tool
Visualizes data. It doesn't question it.
Your ERP vendor
Configures the system. They don't audit what comes out of it.
There is no layer between “the data exists” and “the data can be trusted.”
That's what PlantIntel is.
How It Works
Three steps from raw export to validated KPI.
Export
Pull a KPI dataset (CSV) from your ERP, MES, or reporting layer. No formatting required.
Stress Test
We run 28 structural checks: key integrity, entity detection, time coverage, duplication, rollup logic, and drift.
Verdict
A readiness assessment that tells you what's broken, what's drifted, and what still holds.
Free KPI Readiness Check
What you will learn
- Are your keys unique and your rollups sound?
- Do your time ranges cover what you think they cover?
- What entities are present, and what's missing?
- Where has the structure drifted from what your KPIs assume?
Results in under a minute.
No call. No commitment.
When the snapshot isn't enough
The free readiness check tells you where your KPIs are structurally sound and where they aren't.
Some findings resolve with a quick schema fix. Others point to deeper problems: broken rollup logic, drifted baselines, entity relationships that no longer match the line configuration.
For those cases, PlantIntel offers a guided Trust Review: a structured session where we reconstruct your KPI logic, identify the breaks, and deliver a clean, validated data map.
You'll see this option in your results if the evidence warrants it.
When This Is Used
ERP Go-Live or Migration
The new system is live. The dashboards populate. But the rollup logic changed during configuration and nobody validated the output. You're three weeks from a board report built on assumptions that no longer hold.
MES / OEE Rollout
Real-time data collection changes what gets captured, how it aggregates, and which baselines still apply. The OEE number looks right. The components underneath may not be.
New Line Launch
New equipment means new variables, new baselines, and new risk.
Audit or PE Reporting
Investor diligence requires KPIs that can withstand scrutiny.
KPI Disputes
When Ops and Finance disagree on the numbers, the data structure is the tiebreaker.
Continuous Improvement
CI programs depend on trustworthy baselines. Test the foundation before building on it.
If the system changes, the KPI changes.
Built for the plant floor, not the data lake
PlantIntel was built for one thing: validating whether manufacturing KPIs still mean what they used to after a system change.
It knows about work orders, lot numbers, equipment IDs, shift patterns, and OEE components. It understands the difference between a batch process and a discrete assembly line.
28
structural checks
9
report sections
Every analyzer tested against real manufacturing data patterns: ERP exports, MES outputs, and line-level reporting across batch, process, and discrete environments.
Generic tools check for nulls. PlantIntel checks for broken assumptions.
Ongoing KPI Validation
One-time checks catch what's broken today. Ongoing validation catches what breaks next.
For ERP transitions, MES rollouts, multi-plant environments, and high-risk reporting periods, PlantIntel offers continuous structural monitoring.
Drift detection
Catch logic shifts across sequential uploads before they reach leadership.
Cross-plant comparison
Validate consistency when the same KPI runs on different lines or sites.
Baseline tracking
Monitor whether the assumptions behind your metrics still hold as configurations change.
Recurring Trust Reports
Executive-ready validation summaries on your cadence.
Scope varies by environment. Some teams need a single KPI validated across three plants. Others need a full reporting layer monitored through a system transition.
Have a complex environment? Let's scope it.
Talk to our team to scope a validation plan for your plant.