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      • Take an incremental approach to automation. Help ensure that your team gets experience with automated tools and the new strategy before applying the tools to the most important aspects of a process or pipeline. Take the time to see the benefits of data automation and then scale up as necessary.
      www.ibm.com/think/insights/develop-a-data-automation-strategy
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  2. Dec 7, 2021 · Automation strategies should be incremental. As recently noted by Red Hat technology evangelist Gordon Haff, incremental progress is part of the attraction. It’s in automation’s DNA. “This is automation through the lens of traditional system admins and even site reliability engineers in many cases,” Haff says.

  3. Take an incremental approach to automation. Help ensure that your team gets experience with automated tools and the new strategy before applying the tools to the most important aspects of a process or pipeline. Take the time to see the benefits of data automation and then scale up as necessary.

  4. Oct 22, 2024 · An effective automation strategy includes several key components that help organizations prioritize tasks, allocate resources, and set goals for automation initiatives. The first step involves identifying the goals and objectives that the organization wants to achieve through automation.

  5. Oct 1, 2018 · A new suite of technologies, including robotic process automation (RPA), smart workflows, and artificial-intelligence techniques such as machine learning, natural language tools, and cognitive agents, promises to radically improve efficiency while eliminating errors and reducing operational risk.

    • Begin incremental, become strategic. A key piece of automation’s appeal is that it can very much be done incrementally: A Bash script here, an automated web app vulnerability scan there – at whatever pace your capabilities allow for.
    • Treat ROI as cumulative and compounding. Successful organizations obsess over ROI for a reason: If you spend a lot of money on hiring, technology, training, or any other dimension of your business, you want to be able to see (and hopefully celebrate) the results.
    • Develop automation and data skills everywhere. As noted above, automation is no longer solely about IT. It’s everywhere (or soon will be in) in the modern organization.
    • Treat data management as more than a technical matter. In highly automated environments, good data management and governance is far more than a technical issue – it can rise to the level of moral obligation, not to mention a matter of regulatory compliance, brand reputation, and more.
  6. Looking at respondents from larger companies that are meeting their automation targets, we found three distinguishing factors: they make automation a strategic priority, focus on people as much as technology, and develop an operating model that enables scaling.

  7. Mar 7, 2023 · 7 keys to a robust automation strategy 1. Define your future state. Your organization’s automation progress can be both incremental and continuous – both are advisable. But those increments shouldn’t simply be improvised as you go – they should be parts of a long-term vision.

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