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01 · Use cases— The evidence

Fonterra

3 documented AI deployments at Fonterra, across 2 industries. Each one links to the public source it was taken from.

Auckland, New Zealand · Founded 2001 · fonterra.com · WikipediaSource: Wikidata, 2026-11-01

3
deployments
on record
2
industries
Manufacturing
33%
use AI agents
1 of these
18 May 2025
latest source date
§ 1

Public AI record

Fonterra has 3 documented public AI cases on the hub, too few for a score. Predictive maintenance and energy operations automation are common among peers but not yet documented at Fonterra.

Low confidenceBased on 3 public cases · updated 10 Nov 2026

A record score appears once Fonterra has 5 documented public cases. The peer comparison below already uses what is on record.

First documented case Oct 2020, latest May 2025. No new deployment documented since May 2025. Cloud providers named: Microsoft.

§ 2

Compared with peers

Against 33 other manufacturing companies on the hub.

What peers document

  1. 64%
  2. 27%
  3. Industrial inspection9 of 33 peers · here too
    27%
  4. 27%
4 of 6 patterns

Gaps against the industry

Stack and approach vs peers
  • Peer cases name Microsoft 90%, AWS 11%, GCP 1%.
  • AI agents: 33% of Fonterra's cases vs 34% for peers.
  • Cases from the last 12 months: 0% vs 14% for peers.
§ 3

Deployments

3 deployments at Fonterra, newest first.

  • 18 May 2025
    Agriculture

    New Zealand Farms Boost Productivity with Agentic AI and Copilot Tools

    Fonterra · Agriculture optimization · Microsoft

    New Zealand's agricultural sector is witnessing significant digital transformation through the adoption of agentic and generative AI. Companies like Fonterra and Halter, alongside research organizations such as AgResearch and the University of Canterbury, are piloting and deploying Microsoft technology solutions in real-world farm settings. The use of Microsoft 365 Copilot is enhancing productivity for agribusiness staff, while conversational farm advisor agents built on large language models are empowering farmers to make smarter, data-driven decisions. Groundbreaking virtual fencing solutions from Halter are enabling autonomous cattle herding, reducing labor requirements and improving animal management. AI-powered image recognition is improving quality control, and collective industry and government support is accelerating digital skills and practical AI integration within New Zealand agriculture.

    Multi-agentProduction

  • 23 Feb 2023
    Manufacturing

    Fonterra improves manufacturing resilience through edge-to-cloud analytics

    Fonterra · Industrial inspection · Microsoft

    Fonterra, in collaboration with Rockwell Automation and Microsoft, modernized its manufacturing operations by integrating IT and OT data systems using edge-to-cloud digital solutions. The approach leverages cloud-native frameworks on Microsoft Azure and FactoryTalk InnovationSuite to unify operational data from sensors, equipment, and plants. Edge AI models train and process data locally, with insights securely transmitted to Azure cloud for enterprise-scale analytics and reporting. This allows Fonterra to monitor and analyze equipment and site-level data across multiple plants, driving operational efficiency, productivity, and secure, real-time decision-making on a company-wide scale. The platform's security is strengthened by Zero Trust principles, ensuring data confidentiality and integrity throughout the workflows.

    Scaled Production

  • 6 Oct 2020
    Manufacturing

    Rockwell Automation unifies industrial data and operations for digital agility

    Rockwell Automation · Industrial inspection · Microsoft

    Rockwell Automation and Microsoft have expanded their partnership to deliver cloud-based solutions that connect development, operations, and maintenance teams across the manufacturing sector. By leveraging the Azure cloud platform, they provide a singular, trusted data environment that eliminates data silos and allows for digital prototyping and secure collaboration without extensive investment in physical equipment. The partnership targets significant challenges in industrial digital transformation, including the need for increased digital agility, reduction of expensive IT infrastructure, and enhancement of collaboration between information technology (IT) and operational technology (OT) teams. Solutions co-developed by Rockwell Automation and Microsoft are already available through the Azure Marketplace, offering ready-made use cases for industries like Food & Beverage, Household and Personal Care, and Life Sciences. This initiative promises to simplify industrial transformation, accelerate business outcomes, and improve resilience for manufacturers by enabling real-time data access and secure sharing, as demonstrated by customers like Fonterra. Customers gain accelerated innovation, improved productivity, and optimized operations through these integrated, edge-to-cloud solutions with ongoing co-innovation.

    Production

§ 4

What it builds

Industrial inspection is the most common pattern in these deployments: 2.

§ 5

Cloud providers named

Microsoft is named in 3 of these deployments.

  1. Microsoft100% of these
    3
§ 6

Industries

Fonterra deployments span 2 industries.

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