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
Input has been integrated
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "Input has been integrated" is correct and usable in written English.
It can be used in contexts where data or information has been combined or incorporated into a system or process. Example: "After reviewing the feedback, we can confirm that the input has been integrated into the final design."
✓ Grammatically correct
Science
News & Media
Alternative expressions(1)
Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Human-verified similar examples from authoritative sources
Similar Expressions
60 human-written examples
In a recent approach [20], which does not require a multiple-sequence alignment as input, RNA motif prediction with RNA homolog search has been integrated.
Science
The sidebar has been around for a while now, offering queries taken from social input – ie search results related to your Twitter and Facebook account – but now this has been integrated with another old feature, Snapshot.
News & Media
Although multi-touch screens have recently been integrated into desktop use, most users prefer a classical mouse for desktop input.
Have I been integrated into Israeli society?
News & Media
Input data are integrated to enhance the petroleum system concept within the study area.
It has been recognized that integrating stakeholders' input and values into decision-making processes often results in good public policies adequately supported by the public.
Science
Difficulty in integrating vestibular inputs in fallers has been reported in a study of breast cancer survivors.
The question of when and how bottom-up input is integrated with top-down knowledge has been debated extensively within cognition and perception, and particularly within language processing.
Science
Both patients had been well integrated with their respective community services and appeared no longer to require assertive input.
Science
My high school had been fully integrated.
News & Media
Fourth, the spectrum has to be integrated.
Expert writing Tips
Best practice
When using "Input has been integrated", ensure it's clear what the "input" refers to and how it has been integrated. Provide context to avoid ambiguity.
Common error
Avoid using "Input has been integrated" without specifying what the input is or how it was integrated. This can leave the reader confused. Be specific about the data, feedback, or element that was incorporated.
Source & Trust
84%
Authority and reliability
4.3/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "Input has been integrated" functions as a statement indicating that something has been incorporated or included into a system or process. It describes a completed action with ongoing relevance. Ludwig AI confirms its usability in written English.
Frequent in
Science
40%
News & Media
30%
Formal & Business
10%
Less common in
Academia
5%
Wiki
5%
Reference
5%
Ludwig's WRAP-UP
In summary, "Input has been integrated" is a grammatically correct phrase used to indicate that something has been incorporated into a system or process. It is most commonly found in scientific and news contexts. Ludwig AI confirms that it's usable in written English. When using this phrase, it's important to specify what the "input" refers to and how it was integrated to avoid vagueness. Alternatives include "Data has been incorporated" or "Information has been merged", depending on the specific context. Examples from Ludwig show its application in areas ranging from social media queries to petroleum system concepts. The phrase is versatile and can be used in diverse situations.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
Data has been incorporated
Focuses on the inclusion of specific data into a larger system or process, replacing the broader term "input".
Information has been merged
Emphasizes the blending of distinct pieces of information to create a unified whole, rather than the general concept of integrating input.
Feedback was incorporated
Specifically refers to the inclusion of feedback, often implying a response to suggestions or criticism.
Suggestions were implemented
Highlights the action of putting suggestions into practice, which is a more active form of integration.
The system now includes
Focuses on the current state of the system after something has been added or integrated.
Elements have been combined
Stresses the act of bringing different elements together, which is a broader concept than integrating specific input.
Aspects were synthesized
Implies a higher level of integration where different aspects are combined to form a new, cohesive entity.
Components have been unified
Highlights the achievement of uniformity and cohesion among different components, suggesting a more complete integration.
User input was factored in
Specifically refers to the consideration of user input during a decision-making or design process.
Considerations were addressed
Focuses on dealing with and resolving various considerations, often implying a more problem-solving approach to integration.
FAQs
How can I use "Input has been integrated" in a sentence?
You can use "Input has been integrated" to indicate that data, feedback, or suggestions have been incorporated into a system or process. For example, "After the review, the user "feedback has been integrated" into the software update."
What are some alternatives to "Input has been integrated"?
Alternatives include phrases like "Data has been incorporated", "Information has been merged", or "Suggestions were implemented", depending on the specific context.
Is it better to say "input was integrated" or "input has been integrated"?
Both are grammatically correct, but "input has been integrated" implies a completed action with present relevance, while "input was integrated" simply describes a past action. Choose the option that best fits the intended meaning.
Which is correct, "input has been integrated" or "the input is integrated"?
"Input has been integrated" focuses on the action of integrating, while "the input is integrated" describes the current state. The best choice depends on whether you want to emphasize the process or the result. For example, you may say "the feedback is integrated in the new version, so we solved that issue".
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
84%
Authority and reliability
4.3/5
Expert rating
Real-world application tested