Used and loved by millions
Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com
have been integrating
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "have been integrating" is correct and usable in written English.
It can be used to describe an ongoing action that started in the past and continues into the present, often in contexts related to combining or incorporating different elements. Example: "We have been integrating new software solutions into our existing systems to improve efficiency."
✓ Grammatically correct
News & Media
Science
Formal & Business
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified examples from authoritative sources
Exact Expressions
15 human-written examples
We have been integrating very large, complex, adaptable, long-term systems.
News & Media
"We have been integrating our activities slowly into our new partnership with the university so it is done right," Mr. Pietrowski said.
News & Media
Major brands including Nike and Adidas have been integrating waterless dye technologies into their product lines, but costs and limitations have experts in the textile industry worried that the support will not last.
News & Media
Merrill Lynch slashed its Japanese retail business by two-thirds last year, after racking up huge losses.In the past six months bulge-bracket investment banks have been integrating their Japanese equity-sales groups with teams covering the rest of Asia.
News & Media
The two airlines have been integrating by bits and pieces since.
News & Media
Some cable companies have been integrating DVRs into their set-top boxes since early 2004.
News & Media
Human-verified similar examples from authoritative sources
Similar Expressions
45 human-written examples
Few refugees have been integrated into Pakistani society.
News & Media
The 256,000 bits have been integrated onto a standard silicon chip.
News & Media
A few low-level East German military intelligence services have been integrated into the German services.
Encyclopedias
Elsewhere in Europe, Steiner schools have been integrated into the state system.
News & Media
Truck and train, however, have been integrated in the "piggyback" containerized carriage.
Encyclopedias
Expert writing Tips
Best practice
When using "have been integrating", ensure the context clearly indicates what elements are being combined and the purpose of the integration. This will enhance clarity and avoid ambiguity.
Common error
Avoid using "have been integrating" to describe a past action that is already completed. Instead, use "integrated" or "had integrated" to reflect the completed state.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "have been integrating" functions as a present perfect continuous verb phrase. It describes an action that started in the past and is still ongoing or has recently finished. As Ludwig AI confirms, this is a grammatically correct construction used to denote a process.
Frequent in
News & Media
40%
Science
30%
Formal & Business
15%
Less common in
Academia
5%
Encyclopedias
5%
Wiki
5%
Ludwig's WRAP-UP
In summary, "have been integrating" is a present perfect continuous verb phrase used to describe an ongoing process of combining or incorporating elements that began in the past and continues to the present. As confirmed by Ludwig AI, it is grammatically correct and finds common usage across news, science, and business contexts. When writing, it's important to ensure the integration process is clearly defined and ongoing, avoiding misuse with static or completed actions. Related phrases like "have been incorporating" or "have been merging" can provide alternative ways to express similar ideas.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
have been incorporating
Replaces "integrating" with "incorporating", emphasizing the inclusion of something as part of a whole.
have been merging
Focuses on the act of combining two or more things into one, suitable when the elements lose their individual identities.
have been combining
A general term for bringing things together, less formal than "integrating".
have been unifying
Highlights the creation of a single, cohesive entity from disparate parts.
have been consolidating
Suggests strengthening something by combining elements.
have been weaving together
Emphasizes the intricate process of combining different elements.
have been assimilating
Highlights the process of making something similar or uniform.
have been harmonizing
Focuses on creating agreement or compatibility among different elements.
have been blending
Implies a smooth mixture of different components, suitable for less structured integrations.
have been interweaving
Highlights the mutual connection and interdependence of different elements.
FAQs
How can I use "have been integrating" in a sentence?
Use "have been integrating" to describe an ongoing process of combining different elements or systems. For example, "We "have been integrating new technologies" into our workflow to improve efficiency."
What's the difference between "have been integrating" and "have integrated"?
"Have been integrating" implies an ongoing process, while "have integrated" suggests a completed action. For example, "We have been integrating the new software" means the process is still underway, whereas "We have integrated the new software" means it's finished.
Are there synonyms for "have been integrating"?
Yes, you can use alternatives like "have been incorporating", "have been merging", or "have been combining" depending on the specific context.
When should I use "have been integrating" instead of "are integrating"?
Use "have been integrating" when the action started in the past and continues to the present. Use "are integrating" when the action is currently happening. For instance, "They "are integrating new features" this week" versus "They "have been integrating new features" for the past month".
Editing plus AI, all in one place.
Stop switching between tools. Your AI writing partner for everything—polishing proposals, crafting emails, finding the right tone.
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested