IT Workload Automation – Market Size, Benefits, Tools and Future

IT Workload Automation

Enterprises are working in an era where data plays a vital role. With huge amounts of data being collected regularly, the complexity of handling transactions, cybersecurity and other real-time processes has been tremendously increased. Hence automation has become the key factor to seamlessly carry out business and IT operations across various business verticals.

One of the approaches towards industrial automation is workload automation. As the name indicates, workload automation ensures that tasks, processes, workflows are functioning efficiently across the organization in different operating environments and architectures without the need for human intervention. Automation can also help companies in finishing tasks in time to meet Service Legal Agreements (SLA) and other business requirements.

Market reports and adoption rate of IT workload automation (2020 – 2027)

According to reports, by 2023, around 40% of the companies would adopt AIOps for automated change risk analysis in data pipelines and reduce unprecedented risks by 20%. Additionally, 40% of the companies will adopt cloud infrastructure and platform services to increase automation processes. The adoption rate of these platforms is expected to be 20% more than the rate of adoption in 2020.

By 2024, the adoption of automation will replace many parts of IT operations, starting from support to engineering. And in the following year, more than 50% of the organizations will have AI orchestrated platforms for operationalizing AI. Moreover, 40% of the businesses that adopt automation will outperform their competitors and have massive financial advantages.

The global automation market was valued to be $2.22 billion in 2019. This value is said to grow at a CAGR of 6.5% between 2020 and 2027. The rising demand for cloud computing, big data analytics, DevOps and microservices are found to be the key drivers for the adoption of workload automation. Based on adoption, the market is segmented into BFSI, IT, telecom, retail, healthcare, public sector and manufacturing.

Workload Automation vs Job Scheduling

Job scheduling can be considered as the predecessor of workload automation. Job scheduling helped companies to automate batch jobs on a single system and these jobs can be executed at specific times and events. Being operable in a single system resulted to be highly inflexible. Eventually, for complex systems involving higher levels of job scheduling and maintenance, traditional job scheduling had its limitations and challenges. Also, job scheduling required frequent human intervention and voids needed to be filled in with code blocks/snippets.

Workload automation has various capabilities when compared to job scheduling and offers greater flexibility. Workload automation tools can effectively function between operating systems and servers. Workload automation eliminates the need for human interventions and offers a single point of control to execute processes across the organization. With workload automation, enterprise automation became simpler, reliable and more efficient.

Benefits of workload automation 

One of the major benefits of workload automation is that it enables automation across the organization regardless of the variations in the environment – cloud, on-premise, hybrid, third-party apps, etc. Because of this ability, WLA offers end-to-end process automation across the enterprise. This ability of WLA to automate workloads under different environments, increase productivity and results in reduced errors and increased efficiency.

Workload automation also eliminates the need for code blocks to fill in the voids and reduces the workload on IT teams. WLA also enables big data automation. With WLA, organizations can effectively work towards satisfying customer needs within the provided timelines. In this fast phased, competitive scenario, organizations have to mandatorily adopt WLA tools to fully extract the advantages of automation.

While selecting the workload automation tools, it is important to ensure if the platform can reduce operational cost, offer impeccable customer service and effectively increase productivity to noticeable margins.

Top tools for workload automation

With the rapidly rising demand for workload automation, there are various WLA tools that are available in the market. Out of the many, some of the best ones are mentioned below.


ActiveBatch is perfectly suitable for Medium to large-sized enterprises. ActiveBatch offers a rich content library, low-code assembly, API accessibility, built-in machine learning models to optimize performance and a self-service portal. This platform is very user-friendly and offers a 30-day trial period.


IBM workload automation

IBM workload automation tools can be adopted by companies of any size. This platform from IBM offers a centralized dashboard to manage workflows, hyper-flexibility that supports rerun facilities and workload automation. The cost ranges from around $7 for 1000 works per month.

Website: is suitable for startups to large enterprises. The tool provides solutions to connect cloud applications seamlessly. can be used to automate tasks such as marketing sales, payments and business processes easily. can be integrated with other applications using webhooks or APIs. This tool offers different price ranges depending on the size of the company.


Oracle autonomous transaction processing

Oracle autonomous transaction processing can be used by startups to medium-sized enterprises. This platform offers a database service that is self-driving, self-securing and self-repairing. The Oracle platform offers unlimited performance and scalability. Oracle autonomous transaction processing platform works on a pay-as-you-go basis.



MediaFerry’s cloud-native platform enables teams of all sizes to manage their projects, create assets and streamline their work approval process. This platform can easily integrate with the existing workflow applications/platforms. Companies can also collaborate with their stakeholders using MediaFerry’s integrated platform.



Broadcom can be adopted by enterprises of any size. Broadcom offers a workload automation platform known as the ‘Autosys workload automation’. This platform offers high scalability, support, fault tolerance, recovery, self-service and workload automation agents. This platform can dynamically respond to real-time business events.


In the upcoming years, the complexity of enterprise-grade systems will only keep increasing. In such cases, depending on human intervention to carry out processes will only be time-consuming. Automation will be the only solution to keep up with the “demand versus supply” scenario while satisfying the needs of high-end IT infrastructure. Additionally, organizations can have complete control over the data, with advanced security, improved scalability, etc.

Coder-Engineer in the works. Infinitely curious like a feline. Would like to know what’s beyond the singularity someday.
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Coder-Engineer in the works. Infinitely curious like a feline. Would like to know what’s beyond the singularity someday.
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Coder-Engineer in the works. Infinitely curious like a feline. Would like to know what's beyond the singularity someday.
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