Engineers - Want to Save 10+ Hours a Week?
- SIG ML

- Sep 25
- 2 min read
Updated: Oct 2
When Routine Analysis Doesn’t Eat Up Your Day.

We know that every week engineers spend numerous hours reviewing performance trends, scanning for optimisation opportunities, and piecing together insight from fragmented tools to decide what to do next. They are constantly pulled between two competing priorities: the need to keep operations running smoothly today, and the push to improve them for tomorrow.
It’s important work but without modern tools it’s manual, repetitive and time-consuming, not to mention often reactive.
Imagine if that trend interpretation was done for you.
Imagine a different way of working. One where the first few hours of your day aren’t spent trawling through charts, and instead AI-driven analysis and optimisation tools did the trend interpretation for you. A system that:
Automates 95% of routine interpretation
Surfaces the 5% of cases that truly need your expertise
Ranks recommended actions based on past system behaviour and outcomes
That’s what platforms like Nexgineer™ make possible.
By automatically handling the bulk of routine interpretation, Nexgineer™ allows engineering teams to focus on where their expertise is needed, and will have the biggest impact.
What does that look like in reality?
In Oil & Gas for example, production engineers are building these tools into their optimisation workflows. As a result, they are able to cut their manual review and workload and save over 10 hours per week.
The old way:
15+ hours/week spent in manually reviewing well trends and optimisation effort.
The new way:
5 hours/week with automated surveillance, interpretation and prioritised optimisation actions.

That’s ten hours back, per engineer, every week.
Time that can be spent not reacting to problems, but proactively solving the ones that move the needle.
And this isn’t just a one-off. These same principles apply across energy, mining, motorsport, utilities - any environment where systems are complex, dynamic, and data-intensive.
And it goes beyond automation; Nexgineer™ also adds structure and clarity to the way decisions are made, bringing together predictive insight, prioritisation, and context. All of which empowers engineers to confidently focus on the work that delivers the most value.
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Curious what 10 less hours a week on manual tasks could look like for your team? Let’s talk.
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