leverage existing knowledge

USAGE SUMMARY

The phrase "leverage existing knowledge" is correct and usable in written English.
It can be used in contexts where you want to express the idea of utilizing or making use of previously acquired information or expertise. Example: "In our project, we aim to leverage existing knowledge to improve our processes and outcomes."

✓ Grammatically correct

Science

News & Media

Formal & Business

Human-verified examples from authoritative sources

Exact Expressions

5 human-written examples

Through openness the food safety community can leverage existing knowledge, reduce duplicative efforts, and speed and scale global solutions.

F1000Research

However, we suggest that informatics technologies can be used to leverage existing knowledge that has already been collected to make new discoveries and guide further experimentation.

Bioinformatics

Such models leverage existing knowledge pertaining to the relationship between patient-specific physiology and anatomy with drug ADME, thereby allowing for estimation of intersubject variability.

CPT: Pharmacometrics and Systems Pharmacology

At the GFSP meeting in Singapore Dec 10 11 th , 20133 a preliminary proposed GFSP Openness Operating Principle was presented as follows: "GFSP members intend to leverage existing knowledge, reduce duplicative efforts and speed and scale global solutions.

F1000Research

It has been argued that clinical NLP should leverage existing knowledge resources such as knowledge bases about medications, treatments, diseases, symptoms and care plans, despite these not having been explicitly built for the purpose of clinical NLP [ 21].

BMC Medical Informatics and Decision Making

Human-verified similar examples from authoritative sources

Similar Expressions

54 human-written examples

Leveraging existing knowledge, forced degradation studies could also be used to define the Critical Quality Attributes (CQAs).

AAPS Open

atBioNet leverages existing knowledge from seven publicly available PPI databases and adds powerful network analysis and visualization tools.

BMC Genomics

Hence, in silico methods offer a great promise for leveraging existing knowledge to better plan and conduct studies in pregnant women.

CPT: Pharmacometrics and Systems Pharmacology

The capability of representing design parameters and outcomes in solution spaces provides a practical way for engineers to leverage their existing knowledge and experience.

Tsinghua Science & Technology

Here it is shown that Sigma is not only capable of performing a simple variant of speech recognition via the same knowledge structures and reasoning algorithm used for cognitive processing, but also of leveraging its existing knowledge templates and learning algorithm to acquire automatically most of the structures and parameters needed for this recognition activity.

Biologically Inspired Cognitive Architectures

Approaches that leverage existing biological knowledge (e.g. experimentally determined interactions among a small set of genes) to focus the analysis of data from large-scale gene expression studies are beginning to be explored (Bader, 2003; Cabusora et al. 2005; Can et al. 2005; Dougherty et al. 2000; Hashimoto et al. 2004; Shmulevich et al. 2002).

Bioinformatics and Biology Insights

Expert writing Tips

Best practice

When writing about strategic planning or innovation, use "leverage existing knowledge" to emphasize the efficient use of internal resources and past learnings to achieve new goals.

Common error

Don't neglect internal datasets and reports in favor of external sources. Often, significant insights and solutions can be found by effectively leveraging the "existing knowledge" within your organization.

Linguistic Context

The phrase "leverage existing knowledge" functions as a verb phrase indicating the action of making effective use of available information. It is often used to describe a strategic approach to problem-solving or innovation, as shown in Ludwig's examples.

Expression frequency: Uncommon

Frequent in

Science

50%

News & Media

30%

Formal & Business

20%

Less common in

Academia

0%

Encyclopedias

0%

Wiki

0%

Ludwig's WRAP-UP

The phrase "leverage existing knowledge" is a grammatically sound and professionally appropriate way to describe the act of making effective use of pre-existing information. Ludwig's analysis shows it is most commonly found in scientific, news, and business contexts. While not extremely frequent, it is a recognized and valued concept, as supported by Ludwig AI's grammatical assessment. When you want to emphasize strategic efficiency and building upon established foundations, "leverage existing knowledge" is a strong choice.

More alternative expressions

Phrases that express similar concepts, ordered by semantic similarity:

make use of what's already known

Simplifies the language to emphasize the practicality of using established information, replacing "leverage" with "make use of" and "existing knowledge" with "what's already known".

utilize available knowledge

Replaces "leverage" with the more direct verb "utilize" and "existing" with "available", suggesting making use of readily accessible information.

rely on foundational information

Emphasizes the dependence on core or base-level information that is already available.

build upon current understanding

Focuses on the aspect of expanding or developing from a base of knowledge, replacing "leverage" with "build upon" and "existing knowledge" with "current understanding".

employ pre-existing insights

Highlights the use of previously gained understandings or intuitions rather than a broader knowledge base.

capitalize on prior experience

Shifts the emphasis to practical application and experience rather than abstract knowledge, replacing "leverage" with "capitalize on" and "existing knowledge" with "prior experience".

apply established principles

Focuses on the application of fundamental concepts and rules already in place rather than general knowledge.

harness available data

Focuses on using available data, which is a type of knowledge, and uses "harness" to show the action of using the data.

exploit established expertise

Suggests actively making the most of a developed skill set, replacing "leverage" with "exploit" and "knowledge" with "expertise", implying a more active usage.

draw on accumulated wisdom

Implies making use of a collective or historical body of knowledge, replacing "leverage" with "draw on" and "existing knowledge" with "accumulated wisdom".

FAQs

How can I use "leverage existing knowledge" in a sentence?

You can use "leverage existing knowledge" to describe how a team or organization uses prior information or expertise to solve a problem or achieve a goal. For example: "The company was able to innovate quickly by leveraging existing knowledge of customer preferences."

What are some alternatives to "leverage existing knowledge"?

Alternatives to "leverage existing knowledge" include "utilize available knowledge", "build upon current understanding", or "capitalize on prior experience", depending on the specific context.

Is it better to "leverage existing knowledge" or "create new knowledge"?

Neither is inherently better; it depends on the situation. "Leveraging existing knowledge" is efficient when solutions can be found using what's already known. "Creating new knowledge" is necessary when addressing novel problems or seeking innovative breakthroughs.

What does it mean to "leverage" something?

To "leverage" something means to use it to maximum advantage. In the context of "leverage existing knowledge", it means to effectively use what is already known to achieve a greater outcome or solve a problem more efficiently.