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
collaborate to
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "collaborate to" is correct and usable in written English.
You can use it when referring to two or more parties working together to achieve a shared goal. For example: "The two companies decided to collaborate to develop a new product."
✓ Grammatically correct
Science
News & Media
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
60 human-written examples
Some will collaborate to get access".
News & Media
Christoff, P. Africa: Collaborate to integrate.
Science & Research
By being allowed to collaborate, to enquire.
News & Media
Pilot project awardees collaborate to improve health.
Academia
Hovering satellites must collaborate to make their measurements (by triangulation).
News & Media
She and Dr. Tinker hope to collaborate to find answers.
News & Media
Japanese-style work teams collaborate to assemble plasma screens.
News & Media
That's why we have to collaborate to build third parties".
News & Media
These professionals collaborate to design, execute, and evaluate programs.
Companies need to collaborate to create a more sustainable future.
News & Media
As a team, collaborate to create 1-2 concepts.
Academia
Expert writing Tips
Best practice
Use "collaborate to" when you want to emphasize a shared goal or outcome that requires the combined effort of multiple parties. It's particularly effective when highlighting intentional, coordinated action.
Common error
Avoid overuse of "collaborate to" in contexts where simpler alternatives like "work together" or "cooperate" would suffice. Varying your language can make your writing more engaging and prevent it from sounding repetitive.
Source & Trust
84%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "collaborate to" functions as an infinitive of purpose, indicating the reason or aim behind a collaborative action. Ludwig AI indicates this is standard usage. As shown in examples in Ludwig, it connects the act of collaboration with the intended outcome.
Frequent in
Science
37%
News & Media
31%
Formal & Business
9%
Less common in
Academia
5%
Wiki
2%
Reference
0%
Ludwig's WRAP-UP
In summary, "collaborate to" is a versatile and frequently used phrase that expresses the intent of working together towards a specific goal. As Ludwig AI confirms, it is grammatically correct and widely accepted. Predominantly found in science, news, and business contexts, it maintains a neutral to formal register. While "collaborate to" is common, be mindful of overusing it and consider simpler alternatives like "work together" or "cooperate" for improved readability. Remember, this construction emphasizes the purpose behind the collaboration.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
work together to
Replaces "collaborate" with the more common phrase "work together", maintaining the sense of joint effort.
cooperate to
Substitutes "collaborate" with "cooperate", focusing on the aspect of mutual assistance.
team up to
Replaces "collaborate" with a more informal "team up", suggesting a joint effort towards a common goal.
join forces to
Uses a more emphatic phrase, "join forces", to convey a stronger sense of collaboration.
partner to
Replaces "collaborate" with "partner", emphasizing a formal or business-oriented collaboration.
unite to
Emphasizes the aspect of coming together for a shared purpose.
act jointly to
Focuses on the aspect of coordinated action.
pool resources to
Highlights the sharing of resources as part of the collaborative effort.
coordinate efforts to
Emphasizes the organized and synchronized nature of the collaborative endeavor.
liaise to
Focuses on communication and coordination between parties.
FAQs
How can I effectively use "collaborate to" in a sentence?
Use "collaborate to" to indicate a purposeful joint effort towards a specific objective. For instance, "Scientists from different universities "collaborate to" find a cure for cancer."
What are some alternatives to "collaborate to"?
Depending on the context, you could use phrases like "work together to", "cooperate to", or "team up to" as alternatives to "collaborate to".
Is there a difference between "collaborate to" and "collaborate with"?
"Collaborate to" implies a purpose or goal that collaboration aims to achieve, while "collaborate with" simply indicates who you are working with. For example, "We "collaborate to" improve our product" vs. "We collaborate with other companies."
When is it most appropriate to use "collaborate to"?
It's best to use "collaborate to" in formal and professional contexts where you want to emphasize the intentional and coordinated nature of a joint effort. It is effective in academic papers, business reports, and official communications.
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
4.5/5
Expert rating
Real-world application tested