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Case Study · Factory AI Innovations

Seagate’s Singapore Dream Factory smart manufacturing initiative

Authorized Seagate Partner · Competitive Pricing · Proven at Scale

Seagate's Dream Factory initiative revolutionizes hard drive manufacturing with AI, IoT, and automation, boosting efficiency, scalability, and savings. · 6 minute read

Singapore skyline at sunset over the water
70%efficiency
Factory Data Analysis

Big data analytics enhanced the efficiency of factory data analysis by 70%

80%reduction
Quality Escalations

Quality-based escalations were reduced by 80% with AI-based quality control

$12Msaved
AI-Based Testing

$12 million saved on one ultra-thin, light, high-density, mobile hard drive product line

45%lower
Defective Parts / Million

Lowered defective parts per million (DPPM) by 45% with real-time visibility

Stack of hard drive platters being processed inside automated manufacturing equipment

Why did Seagate partner with Singapore’s EDB on the Dream Factory?

In 2015, Seagate partnered with the Singapore Economic Development Board (EDB) as part of the Dream Factory initiative, which is aiming to transform the hard drive industry through smart manufacturing solutions. With the Singapore government's support, the initiative focused on designing, developing, and implementing a fully automated hard drive factory. Seagate aimed to equip its hard drive manufacturing facilities with advanced process intelligence and use AI, machine learning, big data analytics, mobile solutions, cloud software as a service (SaaS), and industrial internet of things (IIoT) technologies.

Singapore has a history of assisting future-minded industries through state-sponsored initiatives such as the Singapore EDB. Seagate, now in its fourth decade of providing data storage solutions to global customers, has a tradition of integrating the latest technologies into its manufacturing and operations. The combination of these efforts resulted in Seagate's Dream Factory, where the latest technologies are evaluated and propagated.

The goal: rolling out AI factory solutions globally.

Seagate executives tasked the company's Dream Factory core team—which includes members of the Factory IT, equipment design, R&D, test engineering, and product performance engineering teams—with discovering, testing, and rolling out new Industry 4.0 solutions for global manufacturing facilities.

Seagate data storage devices, including hard drives and solid-state drives (SSDs), are also integral parts of our customers' AI solutions. It made sense for Seagate to not only enable AI but also benefit from it in its own manufacturing facilities.

What blocked Industry 4.0 adoption in legacy drive manufacturing?

Before launching the Dream Factory initiative in Seagate's drive manufacturing locations, the team faced three major challenges. Tackling these challenges was vital for a successful transformation.

01
Aligning stakeholders

Justifying significant upfront investments in smart technologies and infrastructure required a clear vision and strong business case.

02
Integrating with legacy systems

Integrating IoT, AI, and cloud into legacy manufacturing infrastructure posed difficulties, with fragmented data systems requiring extensive cleaning and integration efforts.

03
Workforce skills gap

To adopt new technologies, the team needed to address the workforce skills gap and manage change—training employees on new skills and enhancing confidence in their performance.

White robotic arm with a green-lit gripper performing automated inspection in a Seagate factory

How does Dream Factory automation enable real-time decisions?

Seagate's Dream Factory leverages IIoT technology, smart automation, and real-time decision-making capabilities. It has implemented hundreds of smart automation improvements, including smart controllers, components, conveyors, and assembly line automation.

In addition, the factory has embraced big data analytics for improving efficiency. Seagate migrated its manufacturing execution system (MES) to the cloud, enabling a flexible SaaS model. Seagate's Singapore international headquarters trained employees on new skills, addressing workforce skills gaps and helping to enhance confidence in their performance—these inhouse training programs continue as a vital part of Seagate's operational transformation.

Two cleanroom workers in white protective suits behind glass partitions

What did the Dream Factory achieve in efficiency and speed?

These advancements contributed to the redeployment of approximately 1,000 direct employees into more strategic roles—and positioned Seagate as a pioneer in the smart manufacturing landscape.

100×

The new platform operates over 100 times faster than traditional systems, providing real-time visibility.

2 weeks

A new satellite factory site can be set up within two weeks, compared to the previous three-to-six-month timeframe.

−80%

A business mobile concept for factory operations reduced inspection turnaround time by 80%.

4 / 2,000+ / 80+

Successful implementation across four Seagate factories, with over 2,000 users and more than 80 suppliers.

"The goal of the Dream Factory program is to research, design, and develop a smart factory solution for the hard drive industry with full automation and process intelligence. It utilizes AI advanced analytics to develop a centralized manufacturing system capable of simulating and predicting output, optimizing resources, and autonomous management of the production system."

KF Chong · Senior Vice President, Operations, Seagate
BlueAlly Authorized Seagate Reseller

How does Dream Factory automation affect the drives you buy?

The AI, IIoT, and automation transforming Seagate's Singapore factory are the same engineering standards behind every drive it ships. BlueAlly helps you put that portfolio to work—Exos, Mozaic and more—in your data center.

We've developed a partnership with Seagate that lets us compete at the highest level on price and service. That translates into the widest range of in-stock products, fast shipping, and the advice of certified product experts—without the pain of premium pricing. If you need additional guidance in sourcing the right product, our team can bring you together with the presale engineering team.

Next-generation manufacturing quality
Full Exos & Mozaic portfolio
In-stock products, fast shipping
Flexible procurement — CapEx or OpEx

Our wealth of experience in transformational IT drives government, regulated industries, Fortune 500 companies, and businesses of all sizes across the United States.

Operating out of strategic centers across the US, BlueAlly runs:

Support Desk
24/7 Security Operations Center (SOC)
Integration Center — hardware warehousing
DiskDataWorks.com is a part of BlueAlly

Singapore Dream Factory: frequently asked questions

How Seagate transformed drive manufacturing with the Dream Factory initiative.

Request Seagate configuration guidance for your data center

The manufacturing transformation behind the Dream Factory is one reason Seagate drives are trusted at scale. Talk to a BlueAlly solution architect about the right Seagate configuration for your environment.

Full Exos, Mozaic & enterprise portfolio

Validated configurations for your workload

Authorized-reseller pricing

Flexible procurement — CapEx or OpEx

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