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Manufacturing Data Engine with Cortex Framework

Accelerate AI-driven transformation with Manufacturing Data Engine

Eliminate IT and OT data silos to gain a strategic edge. When business technology and operational machinery remain disconnected, you can only react to issues as they happen. Unifying edge telemetry with your core ERP using Google Cloud AI unlocks a self-optimizing facility. By powering autonomous, generative AI applications, your data actively drives operations—allowing machines to order parts before they break, assembly lines to recalibrate on the fly, and schedules to adapt instantly.

Benefits

The AI advantage for manufacturing

Unify IT and OT for the AI era

The elimination of data silos between Information Technology (IT) and Operational Technology (OT) is essential for manufacturers aiming to leverage artificial intelligence. By facilitating a highly efficient unification of IT and OT datasets, Google enhances your manufacturing intelligence and provides the precise grounding that large language models (LLMs) need for enterprise grade generative AI.

Experience the power of production ready, Gemini powered agents. By utilizing industrial OT streams—normalized such as Manufacturing Data Engine into BigQuery—Gemini Enterprise runs across the Cortex data foundation to autonomously address your most critical operational challenges through agents such as:

Quality performance

Quality Performance Agent acts as a quality coordinator. It synthesizes structured inspection reports stored in databases with unstructured defect FAQs and troubleshooting logs, providing a unified natural language interface to analyze scrap trends, audit results, and overall plant quality metrics.

Maintenance AI

Maintenance AI Agent is a sophisticated coordinator designed to assist maintenance engineers. It acts as a single interface to three distinct knowledge bases: historical maintenance logs, technical troubleshooting guides, and enterprise work order systems.

Production scheduling

Achieve peak output with an autonomous scheduling agent. By cross-referencing SAP orders with real time shop floor data, it instantly recalibrates production flows to handle disruptions and maximize efficiency.

Key features

The foundation of manufacturing intelligence

The biggest barrier to autonomous manufacturing is not the AI itself—it is the underlying data infrastructure. The solutions below bridge the shop floor and the top floor, converging IT and OT environments to transform siloed data into an AI-ready engine for your most ambitious workflows.

SAP BDC Connect for BigQuery: The zero-copy data revolution

Stop moving your data and start driving actions. SAP Business Data Cloud delivers seamless, zero-copy, bi-directional integration with Google Cloud. By providing direct access between SAP BDC and BigQuery, you can eliminate manual ETL pipelines and data fragmentation. Unify your entire enterprise data footprint without the risk, cost, or complexity of moving or duplicating massive datasets.

architecture stack

Google Cloud Cortex Framework

The Google Cloud Cortex Framework, integrated seamlessly with the Manufacturing Data Engine, empowers organizations to maximize the utility of their operational data. We make it faster and easier than ever to unify IT and OT data, creating the perfect foundation to ground LLMs for advanced generative AI applications and unlock new possibilities for manufacturing intelligence.

IT & OT

Manufacturing Connect by Litmus Automation

Bring the factory floor to the cloud. Manufacturing Connect is an edge-to-cloud gateway that processes and stores data locally. It translates over 270 industrial communication protocols into standardized Pub/Sub messages. It is used in our reference architecture to ingest and normalize industrial OT streams, transforming them into AI-ready data products. When powered by Gemini Enterprise, these data products become the fuel for autonomous, enterprise-grade agents capable of handling predictive maintenance, quality self-correction, and autonomous scheduling.

workflow

Customers

Explore how manufacturers can optimize production and increase quality

Accessible data and easy-to-use AI are key to optimizing production and factory-floor operations at scale.

Documentation

Resources and guides

Best Practice

Manufacturing Data Engine documentation

MDE is delivered as a packaged solution. A script deploys all the required components and the integration code into your Google Cloud project. This unlocks maximum flexibility for you to modify and extend the architecture based on your needs.

Best Practice

Manufacturing Connect by Litmus Automation

Manufacturing Connect (MC) is a software component designed by Litmus Automation and developed exclusively for Google Cloud. MC solves factory connectivity in a modern, scalable, and vendor independent way. With a library of more than 270 supported automation protocol (and the option to add more), entire factories can be quickly connected to Manufacturing Data Engine (MDE).

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Pricing

Pricing

There are no extra costs for using Manufacturing Data Engine, you only pay for your cloud consumption.

For further questions on pricing, please contact our sales team to discuss your organizations requirements.

Take the next step

Ready to maximize the utility of your operational data? Discover how the Manufacturing Data Engine and Gemini Enterprise can transform your production environment.

Solutions
Google Cloud