Powering the industrial evolution: How a hybrid data infrastructure drives digital transformation
Posted: January 08, 2024
In the landscape of industrial operations, achieving digital transformation requires a nuanced approach, particularly when it comes to managing and utilizing data. As companies strive for enhanced operational resilience and sustainability, a hybrid data infrastructure can be a fundamental driver of success. It unfies traditionally disconnected systems and harnesses that data to enhance efficiency, foster innovation, and ensure sustainable success.
Addressing complex challenges in modern industry
Industrial enterprises today face challenges such as an increasing demand for sustainability which encompasses goals such as decarbonization, accurate greenhouse gas (GHG) tracking, and effective ESG (Environmental, Social and Governance) reporting. Concurrently, operational resilience is increasingly critical, as organizations must safeguard against unscheduled downtime, ensure product fulfillment, and protect both personnel and assets. Additionally, the complexity of manufacturing processes has intensified, driven by a growing array of product variants, stringent regulations, and the need for enhanced traceability. These challenges are compounded by a workforce with varying levels of experience, which necessitates intuitive and user-friendly productivity tools.
Amidst these challenges, the role of a hybrid industrial data infrastructure becomes increasingly pivotal. A hybrid infrastructure integrates data from various sources—such as edge devices, on-premises servers, and cloud platforms—into a cohesive, vendor-neutral system. This approach ensures that data collection is reliable, secure and immediate, and it facilitates real-time decision-making and operational efficiency. By breaking down physical and organizational boundaries, companies can foster better collaboration between operations, digital transformation leaders, and other key stakeholders.
The role of a hybrid data infrastructure
One of the primary advantages of a hybrid data infrastructure is its ability to support advanced analytics and industrial AI. These technologies are instrumental in automating routine tasks, analyzing large datasets, and generating actionable insights with unprecedented speed and accuracy. For instance, industrial AI can be employed to monitor asset health in real time, predict maintenance needs, and prevent potential failures before they occur. This not only improves asset management but also contributes to operational resilience by minimizing downtime and extending asset life.
Why IT and OT convergence is essential for success
Furthermore, the convergence of information technology (IT) and operations technology (OT) plays a crucial role in achieving digital transformation. As industrial companies increasingly seek to integrate data across IT and OT systems, the need for a hybrid data infrastructure that supports this convergence becomes evident. Such integration facilitates the flow of data between different systems, enabling more informed decision-making and enhancing overall operational efficiency. It also ensures that data is available to a wide range of decision-makers—from engineers to analysts at the enterprise level.
Ensuring real-time data and robust security
The implementation of a hybrid data infrastructure also addresses the need for robust cybersecurity measures. As industrial systems become increasingly interconnected, protecting data from unauthorized access and ensuring compliance with local data storage regulations is paramount. A well-designed hybrid infrastructure incorporates stringent security protocols to safeguard sensitive information, thereby mitigating risks associated with data breaches and ensuring regulatory compliance.
Embracing the future of industrial operations
The path to achieving sustained digital transformation and operational excellence lies in the effective implementation of a hybrid data infrastructure. This approach not only integrates data across various systems but also supports advanced analytics, real-time decision-making, and robust cybersecurity. By embracing this comprehensive strategy, industrial companies can navigate the complexities of modern operations, address pressing challenges, and drive continuous improvement. As the industry continues to evolve, the adoption of a hybrid data infrastructure will be instrumental in achieving long-term success and maintaining a competitive edge in the dynamic industrial landscape.
For a deeper dive into how hybrid data infrastructure can propel your digital transformation journey, read the full ARC Advisory report, “Hybrid Industrial Data Infrastructure: Key to achieving digital transformation" . This report offers valuable insights and actionable recommendations to help you leverage data effectively and secure long-term success.
