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
Based on requirements
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "Based on requirements" is correct and usable in written English.
It can be used when discussing actions, decisions, or designs that are influenced by specific criteria or needs. Example: "The project will be developed based on requirements gathered from the client to ensure it meets their expectations."
✓ 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
50 human-written examples
Based on requirements retrieved by real-life communities, we describe an architecture including privacy enhancing concepts and advanced privacy respecting advertising, which addresses such requirements.
Based on requirements derived from literature and discussions with experts from different industries it is concluded that the paradigm of Reconfigurable Manufacturing Systems RMSS) is suitable for adaption to small-lot and small to medium series assembly.
Science
Based on requirements of procedural fairness, we derive a bidding mechanism determining endogenously who participates in collective provision, which projects are implemented, and the positive or negative payments due to the members as well as outsiders.
Based on requirements gathered through interviews with domain professionals, the developed method exploits ontology-based information formulation to integrate design and as-build data with the help of advanced communication and machine control applications.
Science
Based on requirements, we selected a set of technical options for an implementation.
Therefore, virtually all GPs in The Netherlands use computer-based GP information systems based on requirements set by the professional organizations of Dutch general practice [Dutch GP Society (NHG) and Nationwide Association of GPs (LVH)].
Human-verified similar examples from authoritative sources
Similar Expressions
10 human-written examples
Determine the optimal weights μ based on requirement of WSNs image applications.
It doesn't make sense when project data model is based on requirement engineering.
Science
Based on requirement other R packages are installed and loaded separately as per the particular specifications.
Science
In recent work [9], we developed a retrieval mechanism based on requirement models identified using goal analysis.
- Platform interfaces Replicating services CP P Services should be replicated based on requirement and performance analysis of the environment.
Expert writing Tips
Best practice
Use "based on requirements" to clearly indicate that a decision, design, or action is directly influenced by specific needs or criteria. This enhances transparency and provides a rationale for the choices made.
Common error
Avoid using "based on requirements" as a generic filler. Always ensure that the requirements are either explicitly stated or clearly implied in the context. Vague usage diminishes the phrase's impact and clarity.
Source & Trust
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on requirements" functions as a prepositional phrase modifying a verb or noun. It indicates the foundation or rationale behind an action, decision, or design. Ludwig AI indicates that this phrase is correct and usable in written English, as supported by numerous examples.
Frequent in
Science
73%
News & Media
14%
Formal & Business
13%
Less common in
Ludwig's WRAP-UP
The phrase "based on requirements" is a common and grammatically sound prepositional phrase used to indicate that a decision, design, or action is determined or influenced by specific needs or criteria. As Ludwig AI confirms, it is widely used across various contexts, including science, news, and formal business settings. To ensure effective use, avoid vagueness by clearly specifying or implying the relevant requirements, and consider semantically similar alternatives like "according to specifications" or "as per the needs" for nuanced communication.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
According to the requirements
Replaces "based on" with "according to", emphasizing adherence to a set standard.
In line with the specifications
Focuses on technical specifications as the guiding factor.
As per the needs
Uses "as per" to indicate compliance with identified needs.
Driven by the demands
Highlights the demands as the primary motivator.
Guided by the prerequisites
Emphasizes that certain prerequisites serve as guidance.
Subject to the stipulations
Indicates that the action is conditional on specific stipulations.
Determined by the criteria
Focuses on pre-defined criteria as the deciding factor.
Depending on the stipulations
Highlights the conditional aspect based on agreed stipulations.
In response to the requests
Highlights how something is done as a direct response to requests.
As dictated by the necessities
Indicates that necessities are the overriding factor.
FAQs
How can I use "based on requirements" in a sentence?
Use "based on requirements" to show that a decision, action, or design is determined by specific needs or criteria. For example, "The system was designed "based on requirements" gathered from user feedback".
What are some alternatives to "based on requirements"?
You can use alternatives like "according to specifications", "as per the needs", or "in line with the specifications" depending on the context.
Is it better to say "based on requirements" or "according to requirements"?
Both phrases are grammatically correct and usable. "Based on requirements" emphasizes the foundation upon which a decision is made, while "according to requirements" stresses adherence to pre-defined criteria. The best choice depends on the specific nuance you wish to convey.
What's the difference between "based on requirements" and "driven by requirements"?
"Based on requirements" suggests a decision is informed by needs, while "driven by the demands" implies the needs are a strong, motivating force behind the decision. "Driven by" suggests a more proactive and forceful influence.
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
81%
Authority and reliability
4.5/5
Expert rating
Real-world application tested