mostly automated

USAGE SUMMARY

The phrase "mostly automated" is correct and usable in written English.
It can be used to describe a process or system that is primarily operated by automation, with some human intervention or manual input still required. Example: "The factory's production line is mostly automated, allowing for increased efficiency and reduced labor costs."

✓ Grammatically correct

News & Media

Science

Wiki

Human-verified examples from authoritative sources

Exact Expressions

27 human-written examples

The process is mostly automated for advertisers, but Campos noted that the degree of automation varies depending on where someone is in the sales funnel: "The lower funnel is the most automated," she said, while Funnely also taps into a crowdsourced network of ad targeting and creative.

TechCrunch

In states with intensely fought races during the primary season, phone subscribers have complained of receiving as many as 20 election-related calls — mostly automated "robocalls" — per week.

The New York Times

The department divvied up the mostly automated 51 Twitter feeds by police sectors and beats to deliver incident reports at a local level.

The New York Times

Because phone carriers are using mostly automated processes to make the changes, an aspiring switcher must provide the new carrier with the same information that appears on the customer's current bills.

The New York Times

Fortunately for Francis and Sanchez, that process is mostly automated: the system runs searches each weekend and by the following Monday returns new matches, which criminalists then check further.

The Guardian

(Note, however, that one or two mostly automated polling firms, like SurveyUSA, use a separate sample based on live interviewers to reach cellphone-only voters; these were included in the model run).

The New York Times

Human-verified similar examples from authoritative sources

Similar Expressions

31 human-written examples

But those are largely automated.

The Guardian - Tech

Despite the considerable challenge to annotate genes in newly sequenced species where preexisting gene models are mostly lacking, automated gene annotation has in principle become possible for individual research groups (Yandell and Ence 2012).

Evolutionary Applications

Dulski says that these guides are mostly-automated (which will help it scale), though there is some editor control involved.

TechCrunch

It's mostly all done through automated forms and preset replies, dark magic and spurious prayers to the ghost of Jobs.

Huffington Post

In manufacturing, for example, work once performed on low-skilled assembly lines has mostly moved offshore or been automated.

The New York Times

Expert writing Tips

Best practice

When describing a system, process or operation, use "mostly automated" to convey the idea that it is primarily run by automated methods, but still requires some degree of human oversight or manual intervention. This adds precision to your description, avoiding the implication of complete automation.

Common error

Avoid using "mostly automated" when the process is fully automated. Using "fully automated" or "completely automated" provides a more accurate representation if there is no need for human intervention. Do not use "mostly automated" as hyperbole, ensure you are accurately portraying the system you are describing.

Linguistic Context

The phrase "mostly automated" functions as an adverbial modifier describing the degree to which something is automated. It indicates that a process, system, or task is automated to a significant extent, but not entirely. As Ludwig AI indicates, this usage is grammatically correct.

Expression frequency: Common

Frequent in

News & Media

40%

Science

35%

Wiki

10%

Less common in

Formal & Business

5%

Academia

0%

Reference

0%

Ludwig's WRAP-UP

In summary, the phrase "mostly automated" is a grammatically correct and commonly used expression to describe processes or systems that are largely run by automation but still require some degree of human intervention. Ludwig AI confirms its validity and broad applicability across various contexts, particularly in news, science and wiki sources.

When using "mostly automated", ensure that you accurately represent the level of automation involved and avoid overstating the extent to which a process is automated. Alternatives such as "largely automated" or "primarily automated" can be used to convey similar meanings with slight nuances. Finally, avoid using the phrase when complete automation is present.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

largely automated

Emphasizes the extent of automation, suggesting a significant degree of automation with some manual intervention.

primarily automated

Focuses on automation as the main method, though not exclusive.

predominantly automated

Highlights that automation is the dominant aspect of the process.

mainly automated

Indicates automation is the principal method used.

substantially automated

Stresses the considerable amount of automation involved.

generally automated

Suggests automation is the common or usual state.

frequently automated

Implies that automation occurs often, but not necessarily always.

often automated

Indicates a high frequency of automation.

largely computerised

Implies a heavy reliance on computer systems.

extensively computerised

Highlights the high degree to which computerisation is employed.

FAQs

How can I use "mostly automated" in a sentence?

Use "mostly automated" to describe processes or systems that are primarily managed by automated technology but may still require some human input or monitoring. For example, "The customer service process is "mostly automated", but representatives are available for complex issues".

What are some alternatives to "mostly automated"?

Depending on the context, you could use alternatives like "largely automated", "primarily automated", or "predominantly automated" to convey a similar meaning.

Is it correct to say "almost automated" instead of "mostly automated"?

While both phrases suggest a high degree of automation, "almost automated" implies that the process is very close to being fully automated but is not quite there yet. "Mostly automated" indicates that the process uses automation for the majority of its steps, but some manual intervention is still present.

What does "mostly automated" imply about human involvement?

"Mostly automated" suggests that while automation handles the main tasks, human involvement is still necessary for tasks such as oversight, maintenance, or dealing with exceptions. It indicates a blend of automated and manual processes, rather than complete reliance on technology.