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Native automations

Data Mapper

tools to manipulate data structure

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Famulor

How the flow runs

A native automation connects Data Mapper to calls, CRM and run history.

1Connect your Data Mapper account
2Build the automation
3Test and activate

What the engine includes

No-code flows for Data Mapper: triggers, AI steps, CRM and history in Famulor.

Triggers

Calls, bookings, inbound webhooks, schedules and CRM events start the flow.

AI steps

Generate text, extract fields, branch and loop, inside the builder.

CRM & apps

Native CRM actions plus 1000+ connected apps on the automation platform.

Milian for Data Mapper

Data Mapper, designed for AI agents.

Convert Data Mapper to agentic-first. Milian builds the automation workflow, connects it to your assistant, and runs it in the conversation or on a schedule.

AI-Native Automation

Milian turns your brief into a workflow and connects it to the right assistant.

Milian Missions

Run work now, during a conversation, or on a schedule. Milian uses your connected apps.

Agentic Other

Agents read context, write data back, and complete the next process step themselves.

Data Mapper logo
2 Actions

Available actions

Actions Famulor can run in Data Mapper from an automation run.

Data Mapper logo

Advanced Mapping

Map data from one format to another

Data Mapper logo

Data Mapper

tools to manipulate data structure

Live in three steps

Connect Data Mapper in the automation platform.

  1. 01

    Connect your Data Mapper account

    OAuth, API key or MCP: credentials stay encrypted on the connection.

  2. 02

    Build the automation

    Wire triggers, AI steps and Data Mapper actions in the visual builder.

  3. 03

    Test and activate

    Dry-run against sample data, then activate. Every run lands in history.

Data Mapper FAQ

Frequently asked questions about the Data Mapper integration

Setup takes less than 5 minutes. Connect your Data Mapper account, configure your voice agent preferences, and start automating your phone calls immediately.

Ready to connect Data Mapper to the native engine?

Start an automation run: triggers, AI steps, CRM and run history, plus 1000+ more apps.