Industrial CAM AI Platform

CAM automation platform for PowerMILL and CNC manufacturing

CAMilla AI is built for CAM engineers: PowerMILL automation, project context analysis, macro generation, MES integration and CNC monitoring.

CAMilla stack
PowerMILL Plugincore
CAM Contextactive
Local / Cloud LLMready
MES Layerplanned
CNC Telemetryplanned
Main product

CAMilla PowerMILL Plugin

The plugin connects Autodesk PowerMILL with CAMilla AI. It sends machining context to the AI server and receives PowerMILL-ready commands, explanations and macro logic.

What the plugin does

CAMilla Plugin is designed to help with CAM programming inside PowerMILL: strategy preparation, macro generation, project analysis, parameter suggestions and future automation of repeatable CAM operations.

CAMilla API endpoint →

Input

Project context, tools, material, stock, toolpaths, user request and CAM history.

Output

PowerMILL commands, macro fragments, strategy logic and engineering explanation.

Connection

Works through OpenAI-compatible API: local server, CAMilla Server or cloud endpoint.

Platform modules

One system for CAM, MES and CNC data

PowerMILL automation

Commands, macros, strategies and repetitive CAM workflows.

CAM project analysis

Tools, material, stock, operation sequence and machining logic.

MES integration

Tasks, operators, machines, technical cards and production queues.

CNC monitoring

FOCAS, MTConnect, status, telemetry and production events.

Architecture

How CAMilla AI fits into production

PowerMILL
CAMilla Plugin
CAMilla Server
LLM / MES / CNC
Roadmap

Development direction

PowerMILL plugin and local LLM connection
CAM macro generation and command assistance
CAMilla Server API layer
Project context logging and dataset collection
RAG for PowerMILL strategies and CAM examples
MES and CNC telemetry integration