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When you think about optimising industrial operations, you might think of automation - where we set-up industrial equipment and systems to perform predefined tasks with set rules, and within set limits.
But what if we could still define set limits, but instead of set rules, we define set objectives? This is where autonomy comes into play, and it's where AI is truly making a difference in industrial domains.
Automation vs. Autonomy: What's the Difference?
While automation involves systems carrying out repetitive tasks based on fixed instructions, autonomy takes things a step further. Autonomous systems use AI models and have the ability to make decisions without being explicitly programmed for every possible scenario, and this gives them the ability to adapt to changing conditions in real-time.
This is not just about following a set of rules, regardless of what is being observed in real-time - it’s about understanding the environment, learning from data, and optimising actions based on a broader set of goals.
(For more theory on the difference between automation and autonomy, check out our earlier post here)
Why Does Autonomy Matter More?
In dynamic industrial environments, conditions change rapidly, and sticking to rigid rules can lead to inefficiencies and missed opportunities. Autonomous systems, on the other hand, can evaluate multiple variables simultaneously, learning from past actions and making adjustments to optimise performance on the fly.
Whether it’s adjusting the operations of a complex machine or responding to an unexpected event, autonomous systems provide the flexibility needed to achieve optimal outcomes.
How AI Powers Autonomy
AI leverages advanced machine learning algorithms to enable systems to learn from data continuously. This means they don’t just follow predefined rules - they understand patterns, predict outcomes, and adapt their actions accordingly.
The result? Greater efficiency, reduced downtime, and improved overall performance.
Why Move Beyond Automation?
Moving from automation to autonomy allows you to handle complex, multivariable industrial systems with greater precision and adaptability. It’s about doing the right tasks, at the right time, all the time.
Ready to explore how AI and more autonomous systems can enhance your operations? Let’s dive into the world of AI within engineering and see how it can make a difference in the way you work.
Contact us today for a demo and discover the power of autonomy with Nexgineer™.