How the flow runs
A native automation connects CSV to calls, CRM and run history.
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.
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.
Available actions
Actions Famulor can run in CSV from an automation run.
Convert CSV to JSON
This function reads a CSV string and converts it into JSON array format.
Convert JSON to CSV
This function reads a JSON array and converts it into CSV format.
CSV
Manipulate CSV text
Live in three steps
Connect CSV in the automation platform.
01
Connect your CSV account
OAuth, API key or MCP: credentials stay encrypted on the connection.
02
Build the automation
Wire triggers, AI steps and CSV actions in the visual builder.
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.