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Native automations

CSV

Manipulate CSV text

Back to integrationsAutomation & Development3 Actions
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Famulor

How the flow runs

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

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

What the engine includes

No-code flows for CSV: 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 CSV

CSV, designed for AI agents.

Convert CSV 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 Automation & Development

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

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3 Actions

Available actions

Actions Famulor can run in CSV from an automation run.

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Convert CSV to JSON

This function reads a CSV string and converts it into JSON array format.

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Convert JSON to CSV

This function reads a JSON array and converts it into CSV format.

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CSV

Manipulate CSV text

Live in three steps

Connect CSV in the automation platform.

  1. 01

    Connect your CSV account

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

  2. 02

    Build the automation

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

  3. 03

    Test and activate

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

CSV FAQ

Frequently asked questions about the CSV integration

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

Ready to connect CSV to the native engine?

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