# From voice command to robotic arm: how agentic AI on the edge is changing the factory floor

DevFeed: [From voice command to robotic arm: how agentic AI on the edge is changing the factory floor](<https://devfeed.tech/articles/from-voice-command-to-robotic-arm-how-agentic-ai-on-the-edge-is-changing-the-factory-floor-13649.md>)

Original publisher: [Read original article](<https://blog.arduino.cc/2026/09/01/from-voice-command-to-robotic-arm-how-agentic-ai-on-the-edge-is-changing-the-factory-floor/>)

Author: Arduino Team

Published: 2026-09-01T12:20:24Z

Content type: article

Language: en

Sources: [Arduino Blog](<https://devfeed.tech/sources/arduino-blog.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [foundation-models](<https://devfeed.tech/topics/foundation-models.md>), [Automation](<https://devfeed.tech/topics/automation.md>), [Arduino](<https://devfeed.tech/topics/arduino.md>), [UNO Q](<https://devfeed.tech/topics/uno-q.md>), [AI Agent](<https://devfeed.tech/topics/ai-agent.md>), [Physical AI](<https://devfeed.tech/topics/physical-ai.md>), [multimodal](<https://devfeed.tech/topics/multimodal.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [ai](<https://devfeed.tech/tags/ai.md>), [arduino](<https://devfeed.tech/tags/arduino.md>), [automation](<https://devfeed.tech/tags/automation.md>), [featured](<https://devfeed.tech/tags/featured.md>), [foundation-models](<https://devfeed.tech/tags/foundation-models.md>), [industrial](<https://devfeed.tech/tags/industrial.md>), [inference](<https://devfeed.tech/tags/inference.md>), [latency](<https://devfeed.tech/tags/latency.md>), [manufacturing](<https://devfeed.tech/tags/manufacturing.md>), [multimodal](<https://devfeed.tech/tags/multimodal.md>), [robotic-arm](<https://devfeed.tech/tags/robotic-arm.md>), [robotics](<https://devfeed.tech/tags/robotics.md>), [smart-factory](<https://devfeed.tech/tags/smart-factory.md>), [uno-q](<https://devfeed.tech/tags/uno-q.md>), [usb](<https://devfeed.tech/tags/usb.md>), [voice-commands](<https://devfeed.tech/tags/voice-commands.md>), [voice-control](<https://devfeed.tech/tags/voice-control.md>)

## AI overview

The article describes a demonstration in which Forgis uses a foundation model running on an Arduino UNO Q board to convert voice commands into robotic-arm actions. The system processes multimodal factory data and performs inference locally, enabling real-time control without a cloud round trip.

## Source excerpt

For years, bringing real intelligence to industrial automation meant expensive infrastructure, proprietary systems, and steep learning curves. That's changing - fast. Foundation models powerful enough to run at the edge are turning natural language into machine control, and the factory floor is starting to look a lot more like a conversation. AI as the new [...] The post From voice command to robotic arm: how agentic AI on the edge is changing the factory floor appeared first on Arduino Blog.