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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
vendors of inputs
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "vendors of inputs" is correct and usable in written English.
It can be used in contexts related to supply chains, procurement, or business discussions where suppliers of materials or resources are being referred to. Example: "The company relies on multiple vendors of inputs to ensure a steady supply of raw materials for production."
✓ Grammatically correct
Academia
Formal & Business
News & Media
Science
Encyclopedias
Wiki
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
Companies are always in need of vendors and they tend to treat vendors as needed suppliers of inputs and business services unless they can cover the need internally.
Wiki
We like to ask all of the vendors for their input regarding start times and anything that they need, so that the timeline is a joint effort and not something we just tell them to do.
News & Media
You can even streamline your relationships with vendors by inputting detailed supplier information and establishing a supplier code for each.
News & Media
"We have our own system of inputs.
News & Media
Broad Base of Inputs.
Cost of inputs?
News & Media
What types of inputs do you need?
Wiki
Therefore, the ACR is beginning to define the inputs and outputs for the vendors of deep learning software.
News & Media
So we concluded at the ACR that we needed to define the inputs and outputs for the vendors of these machines.
News & Media
Wheat bran was bought from local vendors of Anand.
"There's plenty of input.
News & Media
Expert writing Tips
Best practice
When using the phrase "vendors of inputs", ensure that the context clearly defines what constitutes the 'inputs'. Specificity enhances clarity and avoids ambiguity.
Common error
Avoid using "vendors of inputs" when a more specific term like "suppliers of raw materials" or "providers of components" would be more precise. Overly broad use can dilute the meaning and obscure the intended message.
Source & Trust
78%
Authority and reliability
3.8/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "vendors of inputs" functions primarily as a noun phrase, identifying entities that supply resources or components necessary for a process or production. Ludwig AI considers it a grammatically correct phrase.
Frequent in
Formal & Business
0%
News & Media
0%
Science
0%
Less common in
Wiki
0%
Encyclopedias
0%
Academia
0%
Ludwig's WRAP-UP
The phrase "vendors of inputs" refers to suppliers providing resources or components, and Ludwig AI confirms its grammatical correctness. While suitable for formal and professional contexts such as business reports and academic papers, more specific terms may enhance clarity. When using this phrase, ensure clear definition of the "inputs". Although grammatically sound, its usage frequency is low and, depending on the context, synonyms such as "suppliers of raw materials" or "providers of resources" may be better alternatives.
More alternative expressions(10)
Phrases that express similar concepts, ordered by semantic similarity:
suppliers of components
Replaces "vendors" with "suppliers" and "inputs" with "components", focusing on physical parts.
providers of resources
Substitutes "vendors" with "providers" and "inputs" with "resources", broadening the scope to include various types of contributions.
sources of supply
Changes the structure to emphasize the origin of the materials or services.
suppliers of raw materials
Specifies the type of inputs as "raw materials", indicating unprocessed goods.
providers of essential resources
Emphasizes the necessity of the resources provided.
input suppliers
Combines "input" and "suppliers" into a single term, simplifying the phrase.
component vendors
Combines "component" and "vendors" into a single term, simplifying the phrase.
material vendors
Specifies the type of vendors as dealing in "material".
input providers
Combines "input" and "providers" into a single term, simplifying the phrase.
resource vendors
Replaces "inputs" with "resources", emphasizing a broader meaning.
FAQs
How can I use "vendors of inputs" in a sentence?
You can use "vendors of inputs" to describe businesses that supply essential resources. For example, "Our company relies on a network of reliable "suppliers of components" to maintain production."
What are some alternatives to "vendors of inputs"?
Depending on the context, consider using alternatives like "suppliers of raw materials", "providers of resources", or "sources of supply".
Is "vendors of inputs" a formal or informal phrase?
"Vendors of inputs" is suitable for professional and formal contexts. In more casual settings, simpler terms like "suppliers" may suffice.
In what kind of documents can I use "vendors of inputs"?
You can use "vendors of inputs" in business reports, supply chain documentation, academic papers on economics, or any formal writing where the precise role of suppliers is important. It is often used in discussions about "supply chain management".
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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
78%
Authority and reliability
3.8/5
Expert rating
Real-world application tested