Consumer Goods & Manufacturing

Nine AI agents run the product information workflow behind MISUMI's e-commerce catalogue: they generate product series names, propose categories, extract technical specifications from supplier material and check for restricted characters across tens of thousands of products. The agents evaluate each other's outputs, and a MISUMI employee gives the final approval before anything is published.

Custom internal agents split engineering migration work into codebase analysis, infrastructure configuration, translation pipelines and test validation, mapping deployments across more than twenty repositories and handling script configuration, data replication and validation. Gemini Enterprise is also open to every employee, so non technical staff build no code agents for reporting, market research, scheduling and onboarding.

Nova ingests customer orders arriving by email, interprets their context and writes the data into Unilever's SAP backbone, and works the claims process by validating an order to establish whether the customer is at fault. It is one of eight agents rolled out worldwide and is about to go live in North America.

AI at the point of production for predictive maintenance, computer-vision quality control, process optimization, and digital twins of assets and production lines.

PepsiCo uses Google's Gemini Enterprise platform for AI and analytics solutions.

Autonomous, AI-controlled long-distance heavy-haul rail network moving iron ore across ~1,700 km with locomotives run by a supervisory control system rather than drivers.

Handles tier-1 product support (speaker setup, troubleshooting and multi-room configuration), replacing a queue that drove millions of contacts a year.

The dairy co-operative's own generative AI assistant, used alongside Copilot Chat, Copilot Studio agents and GitHub Copilot across the workforce, with AI also monitoring butter packaging lines at the Clandeboye site.

An industrial copilot bringing agentic AI to manufacturing engineering and operations, cutting engineering time and speeding production changes.

A multi-agent system built on Google's Gemini Enterprise Agent Platform helps procurement teams make faster, smarter buying decisions.

Voice-driven AI assistant that gives technicians step-by-step repair guidance from thousands of service manuals, coaches operators in-cab, and turns unplanned incidents into planned maintenance for fleet owners.

Oz is an AI copilot that helps WinField United agronomists build crop-production plans (seed, biopesticide, pest and weather factors) drawing on 20 years of Land O'Lakes data.

An AI agent called The Cookbook lets plant workers query 150 years of ketchup-production expertise to improve batch quality and process efficiency.

Plans to put AI agents into sales and field-service workflows, real-time inventory visibility and in-store execution support for retail partners.

A Decagon AI agent handles customer support conversations, such as ring replacement requests, after the Oura Ring 4 launch; deployed in about four weeks, it let Oura absorb the October to December demand spike without hiring about 500 more support staff.

Computer-vision AI companion that performs visual quality control on chainsaw production, alongside AI chatbots for night-shift troubleshooting, as part of scaling Azure IoT Operations across factories.

Project ELF, an intelligent execution system on Palantir AIP, uses agentic AI to optimize supply-chain logistics flow and generate human-validated actions.

Generative-AI shop-floor copilot giving operators real-time root-cause analytics, error-message troubleshooting, and historical-trend analysis for production issues.

Generative-AI production copilot used to accelerate manufacturing digitalization and give operators real-time production insight.

In-house generative-AI models deployed as employee productivity agents for drafting, translation, and coding, with a dedicated DS Assistant for the chip-making division.