Interactive demo
Real operations data rarely arrives clean. This is what happens to it automatically — before it ever reaches a report you'd actually trust.
This demo runs on a small fictional dataset, right in your browser. In a real deployment, it's your spreadsheets, refreshed on whatever schedule you need.
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Raw purchase-order data, straight from a spreadsheet. Highlighted cells are what the pipeline will catch.
Cleaning in progress —
What the pipeline found in this file:
The cleaned records behind these numbers:
Under the hood
Spreadsheets, forms, exports from other systems — brought in on a schedule, no manual copy-paste required.
Formats normalized, duplicates removed, and anything genuinely uncertain flagged for a human — never silently guessed.
The cleaned data becomes a live view or a scheduled summary in your inbox — built once, refreshed automatically after that.
We'll map where your operations data actually lives, and what a clean, automatic version of it would look like.