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Justyna Jupowicz-Kozak quote

Justyna Jupowicz-Kozak

CEO of Professional Science Editing for Scientists @ prosciediting.com

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operationally intensive

Grammar usage guide and real-world examples

USAGE SUMMARY

The term 'operationally intensive' is correct and usable in written English.
You can use it when referring to activities, processes, or systems that require a significant amount of resources to be operational. For example: "This project is operationally intensive and will require considerable resources to complete."

✓ Grammatically correct

News & Media

Science

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Is it expensive maintaining student housing? A. It's a very operationally intensive business.

News & Media

The New York Times

It's very operationally intensive.

News & Media

TechCrunch

And there are thousands of opportunities to get operationally intensive.

News & Media

TechCrunch

Any Profitable Idea Scales The conventional thinking has been that local, operationally intensive business don't scale, because they don't scale for free.

News & Media

TechCrunch

We're used to thinking of competitive advantage coming from a Eureka-innovation like Google's PageRank, but the most lasting advantage comes from a million incremental improvements in an operationally intensive business.

News & Media

TechCrunch

Human-verified similar examples from authoritative sources

Similar Expressions

55 human-written examples

This solution process is more difficult, computationally intensive, and operationally inconvenient than a sequential solution method.

Operationally, the peak intensity was estimated at 175 mph.

Many techniques used to predict reference conditions are difficult to apply operationally because they are resource-intensive, subjective, or applicable for a limited suite of environmental variables or over a narrow range of environmental variation.

Units participated in an intensive training program and were operationally ready by December 1961.

DP is highly efficacious, and operationally preferable to AL because of a less intensive dosing schedule and requirements.

Science

Plosone

Arpino et al. [ 6] operationally defined any treatment provided more than three times per week as intensive.

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Expert writing Tips

Best practice

When using "operationally intensive", quantify the intensity by specifying the types of resources, effort, or time required, offering more clarity to your reader.

Common error

Avoid using "operationally intensive" as a general descriptor; instead, reserve it for scenarios where the operational demands are genuinely high and have significant implications.

Antonio Rotolo, PhD - Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Antonio Rotolo, PhD

Digital Humanist | Computational Linguist | CEO @Ludwig.guru

Source & Trust

86%

Authority and reliability

4.5/5

Expert rating

Real-world application tested

Linguistic Context

The phrase "operationally intensive" functions as an adjective phrase, modifying a noun to describe something that demands significant operational resources or effort. As Ludwig AI confirms, it's a correct and usable expression.

Expression frequency: Rare

Frequent in

News & Media

40%

Science

40%

Academia

20%

Less common in

Encyclopedias

0%

Wiki

0%

Formal & Business

0%

Ludwig's WRAP-UP

In summary, "operationally intensive" is a grammatically sound adjective phrase used to describe something requiring substantial resources or effort. As confirmed by Ludwig AI, it is correct and appropriate for use in written English. While relatively rare, its usage spans news, scientific, and academic contexts, often appearing in professional and formal communications. When using the term, it's best to quantify the intensity by specifying the exact types of resources, effort, or time necessary to avoid overuse and provide better context. Semantically related phrases include "resource-intensive operation" and "high-maintenance process", among others. Remember, precision in describing the intensity will enhance the clarity and impact of your writing.

FAQs

How can I use "operationally intensive" in a sentence?

You can use "operationally intensive" to describe a process or activity that requires significant resources and effort to maintain. For example, "Maintaining the old system is an "operationally intensive" task".

What are some alternatives to "operationally intensive"?

Alternatives include "resource-intensive operation", "high-maintenance process", or "labor-intensive activity", depending on the specific aspect you want to emphasize.

Is it better to say "operationally intensive" or "operationally complex"?

The choice depends on the context. "Operationally intensive" highlights the amount of resources required, while "operationally complex" focuses on the intricacy and difficulty of managing the operation. A process can be both, but one might be more relevant depending on the specific issue you're addressing.

When should I avoid using the term "operationally intensive"?

Avoid using "operationally intensive" if the resource demands are not substantially higher than normal, or if a simpler term like "challenging" or "difficult" suffices. Overusing it can weaken its impact.

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Source & Trust

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Authority and reliability

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Expert rating

Real-world application tested

Most frequent sentences: