How the flow runs
A native automation connects Data Mapper to calls, CRM and run history.
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.
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.
Available actions
Actions Famulor can run in Data Mapper from an automation run.
Advanced Mapping
Map data from one format to another
Data Mapper
tools to manipulate data structure
Live in three steps
Connect Data Mapper in the automation platform.
01
Connect your Data Mapper account
OAuth, API key or MCP: credentials stay encrypted on the connection.
02
Build the automation
Wire triggers, AI steps and Data Mapper actions in the visual builder.
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.