Workload Automation
Workload automation (WLA) streamlines and schedules complex IT and data tasks across hybrid environments. We cover best practices, use cases, and vendor comparisons to help teams modernize and scale automation workflows effectively.
WLA Migration: Best Practices & Vendor Approaches [2025]
Organizations are increasingly reconsidering their existing workload automation tools, with many actively exploring or transitioning to new solutions. Migrating to a newer workload automation system can provide immediate gains in scalability, reliability, and integration capabilities. We define workload automation (WLA) migration, best practices, what to pay attention to, and the differing approaches from different vendors.
Transform OT Automation with IT/OT Convergence in 2025
Software-driven disruption is reshaping OT automation by enabling flexible, hardware-agnostic platforms to handle traditional control functions, while new protocols like OPC UA aim to modernize OT communication through richer, more standardized data exchange.
Python Job Scheduling: Methods and Overview in 2025
Automating repetitive tasks is essential for efficiency, whether you’re running a small script or managing large-scale applications. Python job scheduling allows you to execute tasks automatically at specific times or intervals, reducing manual effort and improving reliability. Here are the different job scheduling methods in Python, ranging from simple to advanced solutions, along with their pros and cons.
Discover Latest 6 SAP Datasphere AI Integrations in 2025
SAP Datasphere is AI tool that can help deliver meaningful data to the enterprises that struggle to utilize 60% and 73% of their data for analytics, as the latest big data statistics indicate.
Discover 8 SAP BTP Generative AI Tools in 2025
70% of 500 top-tier IT leaders indicated that they plan to prioritize generative AI for their businesses in the next year according to generative AI stats. 80% of big tech firms have already invested in generative AI. SAP is expanding its generative AI capabilities through the SAP BTP platform to support enterprise use cases.
Compare Top 15 Data Orchestration Tools in 2025
The data orchestration tools include: These tools can enhance data pipelines, improve data quality, and address version control challenges, enabling companies to use 60-75% of their otherwise unused data, as big data stats show.
Compare 15+ Script Scheduler Providers in 2025
Script scheduling tools are essential in IT automation, running scripts based on schedules or triggers. They can be categorized into: Selecting an appropriate tool involves considering your project’s requirements, scalability concerns, and the functionality you prioritize.
Linux Job Scheduler: Review, Guide & Alternatives in 2025
Linux job scheduler and ‘cron,’ a time-based job scheduler, are commonly used in Linux job scheduling.
Redwood-SAP Partnership: Clean Core Support for SAP Customers
With over 30 years of experience in automation, Redwood has worked alongside SAP to support a wide range of enterprise automation initiatives. This partnership has supported numerous enterprise automation projects. We aim to inform businesses about the services SAP users can access through Redwood, the history of this partnership, and the dynamics of their collaboration.
Top 10+ IT Process Automation Tools based on 85+ Tools
IT process automation tools can save time and effort, but 76% of IT leaders struggle with the complexity of the IT landscape, making it hard to choose the right tool.