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The Next Era of Automation

What is AI-Defined Automation?

Industrial automation has moved from fixed hardware to software-defined cells, to systems that build themselves, perceive, and act on their own. AI-Defined Automation will combine two layers of artificial intelligence: Agentic AI makes automation projects accessible and faster to deploy, while Physical AI makes the machines increasingly autonomous, adaptable, and efficient.

Vention AI logo

The Newest Era of Industrial Automation

AI-Defined Automation puts artificial intelligence in the hands of automation experts from the digital design to the cell operation.

The goal is straightforward: faster and easier deployment, redistributed engineering resources, a bridge over the manufacturing labor gap, and standardized processes that scale. It marks the most innovative era of industrial automation to date, while improving precision and reliability.

Vention AI logo-Defined Automation

Two Layers of Artificial Intelligence

Agentic AI

MachineAgent™

MachineAgent designing an automated cell

MachineAgent brings Agentic AI into every layer of the automation workflow, from initial design through deployment to live monitoring. This enables manufacturers to tackle major automation hurdles like complexity, variability, and the gap in specialized engineering expertise.

MachineAgent increases ease of design, programming precision, and deployment speed. Once live, the operations suite tracks what is driving or dragging OEE. It is less human error, less downtime, and equipment that always hits target.

Physical AI

GRIIP™

Robot arm picking parts from a bin

GRIIP, the Generalized Robotic Industrial Intelligence Pipeline, is a modular physical AI pipeline. It powers manufacturing robots with the ability to perceive, reason, act, and adapt across unpredictable environments and unstructured tasks.

Where conventional automation breaks down against real-world complexity, GRIIP adapts. It is one unified perception-to-motion pipeline, deployed across applications like deep bin picking, conveyor pick and place, kitting, depalletizing, machine tending, and sanding. GRIIP CAD-to-picks in minutes, with no training and no manual reconfiguration required.

Automation the AI-Defined Way

Faster Time to Value using AI-Defined Automation

Faster Time to Value

AI is present at every stage of the automation project lifecycle, from first design to daily operation, so nothing is lost in the handoff between teams.

Once the AI agent is prompted, actions like cell layout, production-ready code generation, and analytics surfacing are delivered in minutes instead of weeks.

Because GRIIP can go live with new parts in as little as a few minutes, total payback periods shrink, and automation scales without the added engineering spend.

Precision Like Never Before using AI-Defined Automation

Precision Like Never Before

AI-Defined systems are grounded in real component catalogs, digital twins, and live machine data. Every cell can be validated, actioned, and audited without the guesswork.

AI outputs are consistent and easy to audit. Every generated program follows the same logic, reducing manual work and human error.

GRIIP-powered robots estimate object position and orientation with millimeter accuracy, adapting continuously to live movement and object shifting on the line.

Vention AI logo-Defined Automation

AI at Every Stage of the Automation Workflow

Discover MachineBuilder

MachineAgent™ x MachineBuilder™

Design with AI

Describe a cell in plain language, and watch the design take shape automatically through Agentic AI, pulling from Vention’s catalog of +3,000 components.

Predesigned, proven cell templates apply directly to a new open design, so building a fully custom automation layout is made easy.

Understand and build directly on validated cell designs instead of starting from a blank canvas, cutting total design time down by hours compared to manual CAD work.

Discover MachineLogic

MachineAgent™ x MachineLogic™, GRIIP™

Program & Deploy with AI

Generate ready-to-ship, production-quality code simply by describing the desired motion logic in plain language. No local setup or development environment required.

Prompt MachineLogic Copilot for programming simplicity, or run the agent directly inside a local IDE and receive highly detailed, context-rich code built for your automation environment.

With GRIIP, watch robots learn, adapt, and act with a level of autonomy that traditional robotic programming can’t match. Onboard new pick functionality with only a CAD file.

Discover MachineAnalytics

MachineAgent™ x MachineAnalytics™, GRIIP™

Operate with AI

Surface detailed analytics, performance statistics, or usage patterns with plain-language queries and gain instant visibility into the exact machine data you need.

Identify cable and sensor issues, gather machine logs, and diagnose faults automatically with AI-powered troubleshooting. Then prompt the same AI agent to rewrite the affected code so the line gets back up and running with minimal downtime.

Onboard and switch between new SKUs in minutes with only a CAD file. GRIIP determines scene calibration, precise grasping, and collision-free path planning for fast-paced autonomous operation.

Where It’s Being Deployed

Industries Scaling with AI-Defined Automation Today

From automotive and EV manufacturing lines to aerospace and defense programs, AI-Defined Automation is already deployed across industries with distinct needs and constraints. Each one deploys the same core automation logic, adapted to its own parts, processes, and production volumes to get ahead of the competition.

Aerospace & Defense

Aerospace & Defense

Automotive & EV Manufacturing

Automotive & EV Manufacturing

Consumer Packaged Goods

Consumer Packaged Goods

Education & Research

Education & Research

Physical AI & Robotics Labs

Physical AI & Robotics Labs

Go Deeper

Resources To Get You Started

Blog

What Is AI-Defined Automation? The Complete Guide for the Newest Era of Industrial Automation

Here’s what AI-defined automation can do, how it works, and what to look for in an effective, scalable solution.

Blog

5 Reasons AI-Defined Automation is Hitting the Factory Floor

Here’s how AI is used in manufacturing, where it has advanced, and how Agentic AI enters the picture to create a new era of AI-defined automation.

Blog

What is Agentic AI? Understanding Agentic Intelligence in Manufacturing Automation

Understand what Agentic AI is in an Industrial Automation context, and how it helps manufacturing teams in the design, programming, and operation phases.

Blog

What is Physical AI? The Essential Terms Glossary

Understand the terms shaping Physical AI today, so you can better evaluate automation solutions for the future.