implement at scale

USAGE SUMMARY

The phrase "implement at scale" is correct and usable in written English.
It is used to mean introducing something on a large scale. For example, "The company plans to implement its new technology at scale starting next month."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

9 human-written examples

Which brings us to the third skill that you must have but haven't been taught — the ability to implement at scale, the ability to get colleagues along the entire chain of care functioning like pit crews for patients.

The New Yorker

This is an aspirational but unproven concept, one that seems risky to implement at scale in a way that doesn't violate privacy or completely piss customers off".

TechCrunch

Positive outcomes are achieved when countries implement, at scale, a comprehensive approach to improving infant feeding practices.

Unicef

The importance of enhancing human capacity to implement at scale interventions addressing undernutrition has been emphasized in the Scaling Up Nutrition (SUN) framework (10).

Global Health Action

Understanding the cost-effectiveness and affordability of interventions to reduce maternal and newborn deaths is critical to persuading policymakers and donors to implement at scale.

Cost Effectiveness and Resource Allocation

The process evaluation provided valuable information for designing a shorter version of the intervention that would be less expensive to implement at scale.

BMC Public Health

Human-verified similar examples from authoritative sources

Similar Expressions

51 human-written examples

"There is [also] no evaluation of any of the increasingly viable investment alternatives being implemented at scale in each of China, India and Germany – namely wind, solar, hydro, nuclear and energy efficiency".

The Guardian

Instead of our designers prototyping the same "change agent for good" projects over and over again, and then wondering why they don't get implemented at scale, perhaps we should resolve that design is not some magic answer.

The Guardian - Opinion

Beyond this workshop, CER has implemented at scale workshops that introduce faculty to specific EBIPs and promote their adoption.

International Journal of STEM Education

These guidelines can help ensure a pilot is both successful in achieving its internal targets and successfully implemented at scale.

Healthcare

Yet many innovations that are effective in improving health and survival are slow to be translated into policy and implemented at scale.

Social Science & Medicine

Expert writing Tips

Best practice

When discussing the potential of a pilot program, use "implement at scale" to emphasize the importance of future widespread application and impact.

Common error

Avoid using "implement at scale" when describing localized or pilot projects. Reserve it for situations where the intent is a broad, widespread application. If the implementation is limited, describe it as a "pilot project" or "localized initiative" instead.

Linguistic Context

The phrase "implement at scale" functions as a verb phrase, indicating an action performed on a large or extensive scale. It suggests the act of putting something into effect comprehensively, not just in a limited or pilot program. Ludwig AI confirms its usage.

Expression frequency: Uncommon

Frequent in

Science

40%

News & Media

30%

Formal & Business

30%

Less common in

Wiki

0%

Encyclopedias

0%

Social Media

0%

Ludwig's WRAP-UP

In summary, the phrase "implement at scale" is a grammatically correct and professionally appropriate way to describe a widespread deployment or application. It is frequently used in scientific, news, and business contexts to emphasize the comprehensive nature of an action. Ludwig AI confirms the phrase's validity and provides several examples of its usage. While alternatives like "roll out extensively" and "apply comprehensively" exist, "implement at scale" clearly conveys the intention of broad implementation.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

deploy on a large scale

Focuses on the deployment aspect, highlighting the magnitude of the implementation.

roll out extensively

Emphasizes the widespread distribution and application of a process or product.

apply comprehensively

Highlights the thoroughness and all-encompassing nature of the application.

expand significantly

Focuses on the growth and enlargement of an existing implementation.

widespread adoption

Highlights that the action has been widely taken up or accepted

broaden the scope

Suggests an increase in the range and extent of something.

scale up operations

Specifically refers to increasing the size and scope of operational activities.

magnify the effect

Emphasizes amplifying the impact or result of an action.

amplify the intervention

Highlights the action of making an intervention more pronounced or widespread.

mass implementation

Implies implementation to a large mass or number.

FAQs

How can I use "implement at scale" in a sentence?

You can use "implement at scale" to describe the process of applying a solution or program widely, such as, "The organization plans to "deploy at scale" a new educational program next year."

What's an alternative to "implement at scale"?

Alternatives include "roll out extensively", "apply comprehensively", or "expand significantly". The best choice depends on the specific nuance you want to convey.

Is it appropriate to use "implement at scale" in formal writing?

Yes, "implement at scale" is suitable for formal writing, especially in business, scientific, and policy contexts. It clearly conveys the idea of widespread application or deployment.

What does "at scale" mean when combined with "implement"?

When combined with "implement", "at scale" means to apply or deploy something widely or extensively, rather than in a limited or pilot fashion. It implies a large-scale, broad implementation.