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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 directly with
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "collaborate directly with" is correct and usable in written English.
You can use it when describing a situation where individuals or groups are working together in a straightforward and immediate manner. Example: "Our team will collaborate directly with the marketing department to ensure a cohesive strategy."
✓ Grammatically correct
Academia
News & Media
Science
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
20 human-written examples
While candidates are not supposed to collaborate directly with super PACs, they have found creative ways to work in concert.
News & Media
Collaborate directly with large tech firms or high-growth startups to help tackle complex challenges and ideas.
Academia
The Defence Signals Branch – now known as the Australian Signals Directorate – was to "collaborate directly", with tasks as determined by the US National Security Agency, and "will exchange raw material, technical material and end product of these tasks".
News & Media
To succeed, GE would need a marketing engine that could collaborate directly with customers and lead to new markets—one with standards as rigorous as those for functions such as finance and human resources.
News & Media
The research — developed by Gombolay, MIT undergraduates Reymundo Gutierrez and Giancarlo Sturla, and assistant professor Julie Shah in the Interactive Robotics Group at CSAIL— is part of a long line of recent advances that allow robots to interact in less predictable environments, and to therefore collaborate directly with human workers in factory settings.
They collaborate directly with scientists across the Berkeley Lab, the Department of Energy and industry to solve some of the world's most challenging computational and data management and analysis problems in a broad range of scientific and engineering fields, including materials science, biology, climate modeling, astrophysics, fusion science, and many others.
Human-verified similar examples from authoritative sources
Similar Expressions
40 human-written examples
He collaborates directly with Stanford Cardiac Surgeons in pioneering new "hybrid" approaches to manage arrhythmias.
Academia
ICSI is collaborating directly with Lawrence Livermore Lab to process the massive dataset using the lab's supercomputer, the Cray Catalyst.
Hillary Rodham Clinton's campaign is collaborating directly with Correct the Record, a super PAC providing the Democratic hopeful's team with opposition research.
News & Media
This need has not gone unnoticed among automation specialists; one company, Caliper Life Sciences, collaborated directly with microarray manufacturer Affymetrix to develop the Array Station, an instrument for the automated production of GeneChip microarray-ready targets from previously purified RNA or DNA.
Science & Research
In March 2012, the Ministry of Trade collaborated directly with the tobacco industry to host a workshop for all stakeholders at a resort spa meant to "build the technical competence … on the trade issues of concern".
News & Media
Expert writing Tips
Best practice
Use "collaborate directly with" to emphasize a straightforward and immediate working relationship. This phrase is effective when highlighting the absence of intermediaries or the importance of direct communication.
Common error
While useful, "collaborate directly with" can become repetitive. Vary your language by using alternatives like "work closely with" or "partner directly with" to maintain reader engagement.
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "collaborate directly with" functions as a verb phrase, indicating a specific type of interaction. It highlights a hands-on and immediate engagement between entities. This is supported by Ludwig AI, which confirms its usability in English.
Frequent in
News & Media
33%
Academia
33%
Science
25%
Less common in
Wiki
5%
Formal & Business
4%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "collaborate directly with" is a grammatically sound and commonly used expression that emphasizes a straightforward and unmediated working relationship. As Ludwig AI confirms, the phrase is usable in English. It's prevalent in academic, news, and science contexts. While effective, it's important to avoid overuse and consider alternatives like "work closely with" or "partner directly with" to maintain writing variety. The phrase functions as a verb phrase, conveying a hands-on engagement. It maintains a professional register suitable for formal settings.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
work closely with
Emphasizes the level of closeness in the working relationship, suggesting frequent interaction and shared goals.
partner directly with
Highlights a formal agreement and mutual benefit in the collaborative relationship.
liaise directly with
Focuses on communication and coordination, suggesting a formal channel of interaction.
coordinate directly with
Stresses the organizational aspect of the collaboration, implying a structured approach.
engage directly with
Highlights the act of actively participating and interacting with someone or something.
interface directly with
Suggests a point of interaction or communication between two systems or individuals.
connect directly with
Emphasizes the establishment of a direct line of communication or interaction.
cooperate directly with
Highlights the mutual effort and shared purpose in the working relationship.
team up directly with
Suggests the formation of a team for a specific purpose, emphasizing the joint effort.
unite directly with
Highlights a sense of coming together for a shared objective, often implying a stronger bond.
FAQs
What does "collaborate directly with" mean?
The phrase "collaborate directly with" means to work together in a straightforward manner without intermediaries. It highlights a direct working relationship between individuals or groups.
How can I use "collaborate directly with" in a sentence?
You can use "collaborate directly with" to describe a situation where individuals or groups are working together closely and without intermediaries. For example: "Our team will "collaborate directly with" the marketing department on this project."
What are some alternatives to "collaborate directly with"?
Some alternatives to "collaborate directly with" include "work closely with", "partner directly with", or "liaise directly with", depending on the specific context.
Is there a difference between "collaborate with" and "collaborate directly with"?
"Collaborate with" implies a general collaboration, while "collaborate directly with" emphasizes the absence of intermediaries and a more immediate and straightforward working relationship. The latter is more specific.
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Table of contents
Usage summary
Human-verified examples
Expert writing tips
Linguistic context
Ludwig's wrap-up
Alternative expressions
FAQs
Source & Trust
83%
Authority and reliability
4.5/5
Expert rating
Real-world application tested