Speak every partner’s format.

Map fields from one shape to another visually — one company’s invoice into another’s, a legacy export into a modern API. Save mappings once and reuse them in any pipeline.

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Visual

Connect source fields to target fields and add transformations without writing a parser.

Reusable

Saved, versioned mappings can be pinned by any pipeline or conversation flow.

Lookups included

Value maps translate codes between systems — currency, units, product codes.

What’s included

Capabilities

Visual mapping designer
Works on any records a pipeline reads — CSV, Excel, JSON, database rows, API responses
Joins, grouping, aggregates, conditions and dozens of functions
Versioned, shareable mappings
Value maps (lookup tables) for code translation
Use from pipelines and chat flows

Example

Partner order to ERP

1Receive the partner’s order file
2Apply the saved mapping
3Translate unit codes with a value map
4Post to the ERP

Works well with

Visual pipelines

Drag steps onto a canvas. Branch, loop, run in parallel and merge back.

Connect everything

Databases, APIs, files, email, directories, servers — the systems you already run.

Triggers & schedules

Run on a schedule, on a webhook, on a new file or record, or on demand.

Stop moving data by hand.

Start free with three projects, or talk to us about running it across your organisation.

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