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
as co operation
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as co operation" is not correct in written English.
It seems to be a misspelling or incorrect form of "as cooperation." Example: "The project was successful due to the team's ability to work together as cooperation was key to achieving our goals."
⚠ May contain grammatical issues
Alternative expressions(3)
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
It would also require, as co-operation became more sophisticated, shared senior management.
News & Media
These they define as co-operation, collegiality, intuition and niceness, as opposed to the "male values" of competition, hierarchy, rationality and violence.
News & Media
These exchanges were invariably the prelude to full-scale conquest, as co-operation between Indians and colonists broke down and conflict, slavery and land clearances ensued.
News & Media
Do "quiet" ideas such as co-operation and networking stand a chance against the stereotypes of competition and get ahead at any cost (as in the hideous caricature of business that is The Apprentice), particularly in today's hard times?
News & Media
In the follow-up to this disaster, the new channel combined Weibo and mobile messaging app WeChat as well as co-operation with other brands such as Google Finder.
News & Media
However, Cable hailed improved relations between trade unions and management, as well as co-operation between universities and companies, for enabling the "transformation" of an industry that was in the doldrums in the early 1980s.
News & Media
This requires close teamwork within a company, as well as co-operation with suppliers.The Japanese wayThis ability to meld different skills and technologies is a common feature among top Japanese manufacturers in several sectors.
News & Media
They therefore need help from other countries' intelligence services, as well as co-operation to be able to base their forces near to the terrorists' hiding places.Although military action may begin with aerial bombardment of some sort, the real job is likely to be done by highly mobile special forces, mounting attacks from a number of different bases.
News & Media
This is why their relationship is often characterised by the term 'Co-opetition' - competition as well as co-operation.
News & Media
Mr Duterte and President Xi presided over the signing of documents covering several trade deals as well as co-operation in cultural, tourism, anti-narcotics and maritime affairs.
News & Media
Another options is important public interest grounds, such as co-operation between authorities in the fight against fraud cartels and so on.
News & Media
Expert writing Tips
Best practice
When intending to convey collaboration or teamwork, use grammatically correct phrases such as "as a cooperative effort" or "as a collaborative endeavor".
Common error
Avoid using the ungrammatical construction "as co operation". Instead, opt for established phrases that clearly express cooperative actions or states.
Source & Trust
60%
Authority and reliability
1/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as co operation" is intended to function as a prepositional phrase indicating a manner or condition. However, Ludwig AI indicates that it's grammatically incorrect. Proper alternatives use correct noun or adjective phrases to express the idea.
Frequent in
Science
0%
News & Media
0%
Formal & Business
0%
Less common in
Science
0%
News & Media
0%
Formal & Business
0%
Ludwig's WRAP-UP
In summary, the phrase "as co operation" is grammatically incorrect and not found in common usage. Ludwig AI suggests that it should be replaced with grammatically correct alternatives such as "as a cooperative effort" or "as collaboration". This correction ensures clarity and proper communication, avoiding misunderstanding in both professional and general contexts. Proper construction enhances the overall quality and credibility of written content.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
As a cooperative endeavor
Uses "cooperative endeavor" to describe a project done together.
As collaborative effort
Replaces "co operation" with "collaborative effort" maintaining the meaning but correcting the grammar.
In collaborative mode
Focuses on the manner of collaboration, using "in collaborative mode" instead.
Through concerted action
Focuses on unified and coordinated efforts.
Through joint endeavors
Replaces "co operation" with a formal expression "joint endeavors".
In mutual assistance
Highlights reciprocal help and support among parties.
Via team synergy
Highlights the synergy achieved through teamwork.
Using combined capabilities
Emphasizes the use of collective skills and resources.
As a result of synergy
Highlights the outcome of effective cooperation or collaboration.
In harmonious alignment
Emphasizes the harmonious aspect of working together.
FAQs
What is the correct way to express "as co operation"?
The correct way to express the intended meaning is to use phrases like "as a cooperative effort" or "as a collaborative endeavor".
Is "as co operation" grammatically correct?
No, "as co operation" is not grammatically correct. It should be replaced with a proper noun phrase like "cooperation" or an adjective phrase like "cooperative action".
What are some alternatives to the phrase "as co operation"?
Some alternatives include "as collaboration", "as a team effort", or "as a joint venture".
How can I use "cooperation" correctly in a sentence?
You can use "cooperation" correctly by saying "through cooperation", "with cooperation", or "due to cooperation". These phrases provide a grammatically sound way to express collaboration.
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
60%
Authority and reliability
1/5
Expert rating
Real-world application tested