Interactive workbench

AutoWeave applies structured trims, contextual merge logic, and controlled checkpoints on the backend — returning a clean preview and downloadable output.

Workflow

AutoWeave thread merge diagram
Async inputs Merges Checkpoints Clean outputs

Once you see the “clean” baseline, it’s easier to understand where human checkpoints are required: renames, duplicates, ambiguous categories, and edge cases.

Try it out

Upload your business data after logging in or creating an account - we protect your privacy. Or explore the platform using our sample datasets (time csv, income csv, project csv) without signing in.

Build

Inputs, trims and merges preloaded samples or your own files

Time

Income

Project (optional)

See

Preview, stats, and visualisations

Preview

Quick stats

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Visualisations

Range
Group
Mode

Use cases

Correctness depends on context.

AutoWeave makes that context structured, transparent, and repeatable.

Coming soon...