IT in Manufacturing


Data-driven decision-making for long term success

February 2023 IT in Manufacturing


Kate Mollett.

Despite data being labelled as the ‘new gold’ of the digital era, many organisations fail to harness its value and still have data that goes unused, often because it is inaccessible, siloed or lost. This wastes time, money and other valuable resources. The importance of leveraging data has been strongly emphasised by the acceleration of digital transformation during the past few years, and organisations are increasingly recognising that data-driven decision-making is now crucial to gain a competitive edge. But decisions based on incomplete data can have the opposite effect – if companies do not have the complete picture, they do not know what they are missing and could make the wrong decisions. So it is crucial to have as much data as possible.

Yet, ‘more’ does not automatically mean ‘better’, so while an organisation may have an abundance of data, without ensuring that it is complete and accurate, it may not be useful for driving key business decisions. This means that data management has become more important than ever.

Data backup and recovery

Equally important is data backup and recovery. With organisations adding more and newer technologies to meet their needs, data is often located across multiple environments, such as hybrid and multi-cloud, as well as remote and distributed environments. This increases the risk of data loss and compromises data recoverability.

In addition, companies also face the constant threat of cyberattacks, and the rapid rise in ransomware attacks is forcing enterprises to reconsider their security posture and increase their focus on resilience. While a robust security framework remains important, it should not be restrictive to the point where an organisation is unable to use its data for decision-making.

Because threats continue to evolve, an organisation’s response to them must also evolve. Instead of being reactive, modern enterprises need to become more proactive to avoid data breaches, which requires multiple layers of security and focus on secure and reliable backups for ransomware resilience. However, preventing ransomware attacks is better than trying to recover data after an incident has occurred. It does happen that backup data is compromised in an attack and if the organisation does not realise this, it may back up compromised data.

3-2-1 backup plan

The best approach to backup and recovery remains to have a 3-2-1 data backup plan in place, which dictates that an organisation should always maintain three copies of its data – two that are stored locally, but on different storage media to avoid a single point of failure, and one copy offsite, such as in the cloud. This copy can even be disconnected if needed, providing an ‘air gap’ to protect against cyber hacking or ransomware.

Unfortunately, companies looking to make an investment in data management solutions could be overwhelmed by the sheer number of vendors and options available in the market. A good place to start looking for the right partner would be to consult Gartner’s Magic Quadrant, which provides a competitive positioning of technology providers in fast-growing markets, rating vendors on completeness of vision and their ability to execute.

Other criteria that should be considered include their track record in the industry and how long they have been operating. Data management should ideally be outsourced to partners that provide on-premises and cloud-based solutions, and can draw on worldwide experience to protect their customers’ data.

Data is one of the most powerful tools that modern enterprises can have, and it can potentially have a significant impact on their long-term success. To get the most out of it, companies must properly leverage data management technology to improve the quality of their data and manage it effectively. Those that do this successfully will have a considerable advantage over their competitors.

For more information contact Ian Mackie, Commvault, [email protected], www.comvault.com




Share this article:
Share via emailShare via LinkedInPrint this page

Further reading:

Range of CDUs to meet the rising demands of HPC and AI workloads
Schneider Electric South Africa IT in Manufacturing
Motivair by Schneider Electric has introduced two new coolant distribution units that are engineered to meet the rising thermal demands of HPC and AI workloads.

Read more...
Data centre design powers up for AI, digital twins and adaptive liquid cooling
IT in Manufacturing
The Vertiv Frontiers report, which draws on expertise from across the organisation, details the technology trends driving current and future data centre innovation, from powering up for AI, to digital twins, to adaptive liquid cooling.

Read more...
Siemens drives next-generation vehicle development
Siemens South Africa IT in Manufacturing
The Siemens PAVE360 Automotive technology is a new category of digital twin software that is pre-integrated and designed as an off-the-shelf offering to address the escalating complexity of automotive hardware and software integration.

Read more...
How digital infrastructure design choices will decide who wins in AI
Schneider Electric South Africa IT in Manufacturing
As AI drives continues to disrupt industries across the world, the race is no longer just about smarter models or better data. It’s about building infrastructure powerful enough to support innovation at scale.

Read more...
How quantum computing and AI are driving the next wave of cyber defence innovation
IT in Manufacturing
We are standing at the edge of a new cybersecurity frontier, shaped by quantum computing, AI and the ever-expanding IIoT. To stay ahead of increasingly sophisticated threats, organisations must embrace a new paradigm that is proactive, integrated and rooted in zero-trust architectures.

Read more...
2026: The Year of AI execution for South African businesses
IT in Manufacturing
As we start 2026, artificial intelligence in South Africa is entering a new era defined not by experimentation, but by execution. Across the region, the conversation is shifting from “how do we build AI?” to “how do we power, govern and scale it responsibly?”

Read more...
AIoT drives transformation in manufacturing and energy industries
IT in Manufacturing
AIoT, the convergence of artificial intelligence and the Internet of Things, is enhancing efficiency, security and decision making at manufacturing, industrial and energy companies worldwide

Read more...
Today’s advanced safety system is but the beginning
Schneider Electric South Africa IT in Manufacturing
Industrial safety systems have come a long way since the days of hardwired emergency shutdowns. Today, safety systems are not just barriers against risk; they are enablers of safer operations.

Read more...
Siemens brings the industrial metaverse to life
Siemens South Africa IT in Manufacturing
Siemens has announced a new software solution that builds Industrial metaverse environments at scale, empowering organisations to apply industrial AI, simulation and real-time physical data to make decisions virtually, at speed and at scale.

Read more...
Five key insights we gained about AI in 2025
IT in Manufacturing
As 2025 draws to a close, African businesses can look back on one of the most pivotal years in AI adoption to date as organisations tested, deployed and learned from AI at pace. Some thrived and others stumbled. But the lessons that emerged are clear.

Read more...









While every effort has been made to ensure the accuracy of the information contained herein, the publisher and its agents cannot be held responsible for any errors contained, or any loss incurred as a result. Articles published do not necessarily reflect the views of the publishers. The editor reserves the right to alter or cut copy. Articles submitted are deemed to have been cleared for publication. Advertisements and company contact details are published as provided by the advertiser. Technews Publishing (Pty) Ltd cannot be held responsible for the accuracy or veracity of supplied material.




© Technews Publishing (Pty) Ltd | All Rights Reserved