Module · Foundation

Get the data foundation right first.

Industrial data foundation services — clean, structure and model your production, quality and equipment data so every other module (and every AI) can rely on it.

What it covers

Clean, structured, ready to build on.

Data mapping & cleanup
Untangle the spreadsheets and exports into consistent, de-duplicated records.
Master-data structuring
Products, materials, lines and equipment defined once, used everywhere.
Production, quality & equipment models
Data models that mirror how the factory actually produces and tests.
Historical data import
Bring years of history in so trends and baselines start from day one.
KPI definitions
Agreed, unambiguous KPI definitions — one number, one meaning.
Dashboards, analytics & AI-readiness
Analytics-ready structures that make dashboards and AI dependable.
Pipeline

From messy exports to a trusted model.

Data takes the raw reality — legacy systems, spreadsheets, machine logs — and turns it into structured, governed records the rest of the suite reads from.

One master record per product, material and machine
Historical series imported and validated
KPIs defined once and reused across dashboards
data · readinessStructured
100%
Master data mapped
6
Core data models
18
KPIs defined
5y
History imported
Outcomes

Why it matters.

01
Dashboards you trust
When the data is clean, the numbers stop being argued about.
02
AI that works
Optimize and AI Connect are only as good as the data underneath them.
03
Faster everything
Good master data makes every later project quicker to deliver.
One platform

Explore the rest of the suite.

Book a demo

See KlearCtrl on your own factory.

A 30-minute walkthrough mapped to how your teams work today — no production data required.

No production data required · Hosted or on-prem