Manufacturing analytics

Yield, downtime and suppliers, from the systems you already run.

Query production and quality data where it lives, find the few causes behind most defects with a Pareto chart, and alert the line manager when yield falls below its limit.

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Row-level security and field masking apply to every dashboard, report, export and AI answer. See the controls

Publication gates and lineage are available on the Business plan. See plans

Illustration with sample data. A Pareto of defect causes, and the Catalog’s lineage tracing the dashboard back to its source.

The questions plant and quality teams ask.

Each answer describes what the product does today, and links to the page in the documentation that explains how it works.

Which defect causes matter most?
A Pareto chart ranks the causes by count with the cumulative share beside them, so the few causes behind most defects stand out.
Pareto chart
Is this line drifting?
Analyze flags the points outside the expected range at the sensitivity you choose and forecasts the trend with a confidence band. An alert rule on the yield card notifies the line manager when it crosses its limit.
Anomalies and forecasts
Can we trust the numbers on the plant dashboard?
Checks for missing values, ranges, duplicates and future dates run on a schedule or on every sync, on SQL Server, PostgreSQL and the other databases data quality supports. A failing critical check holds publication.
Data quality
Where did this number come from?
The lineage graph traces each dashboard back through its model and pipeline to the source, drawn from the references the platform actually holds.
Lineage

How the work runs.

Alerts when a number crosses its line, and the reports and reviews that arrive on a schedule.

Every hour
Yield and downtime alerts
Alert rules on yield and downtime are checked on the server and notify the line manager by email or in the app.
Alert rules
Every week
Supplier performance
The supplier scorecard is emailed to purchasing every week, as PDF or Excel.
Report scheduling
Every month
The plant review
The plant review is a story with live charts, one section per line, and comments where the discussion happens.
Stories