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 a valid starting point
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "as a valid starting point" is correct and usable in written English.
You can use it when discussing a foundation or basis for further discussion, analysis, or action. Example: "While there are many factors to consider, we can use the current data as a valid starting point for our research."
✓ Grammatically correct
Science
News & Media
Academia
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
3 human-written examples
The approaches used in the study can serve as a valid starting point for further development of such tools and methods compatible with planners' ordinary working modes.
Science
Thus, the wild-type enzyme structure serves as a valid starting point for modeling and MD simulations of the G304R mutant.
Science
Nevertheless, we see our current model as a valid starting point for the development of more biologically appropriate models as more is learned about the ecology and toxicology of bottlenose dolphins.
Human-verified similar examples from authoritative sources
Similar Expressions
57 human-written examples
As has been shown, ribosomal genes are a valid starting point to determine reference frequencies [ 30, 49].
Science
Indeed, a shared sense of reality is the only valid starting point for reducing our tribal instincts.
News & Media
This pluralistic approach came from Wright's acceptance of different levels of experience as equally valid starting points for science.
Science
The fact that I respected all their suggestions as valid starting points for the problem largely removed their fear and hesitancy in expressing half-baked ideas.
In general, time periods ranging from, for example, 10 to 24/48 hours should serve as valid starting points for analysis of the PS release.
Still, the version given at the moment of our conversation, and as given in a consultation, was valid as a subjective starting point for change.
Science
At one hand, mutational fuzzers require a set of valid inputs as a starting point, in which modifications are then introduced.
Mohammed Ali, a PhD student in Newcastle University's school of computing science and lead author on the paper, said: "Most hackers will have got hold of valid card numbers as a starting point, but even without that, it's relatively easy to generate variations of card numbers and automatically send them out across numerous websites to validate them".
News & Media
Expert writing Tips
Best practice
When using "as a valid starting point", ensure that the context clearly indicates what will be developed or analyzed from that point. This helps to provide clarity and purpose to the statement.
Common error
Avoid using "as a valid starting point" when the basis is weak or lacks evidence. It's important that you ensure some level of evidence is presented for your readers to accept the claim.
Source & Trust
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "as a valid starting point" functions as an adverbial phrase modifying a verb or clause. It indicates the basis or foundation upon which further action, analysis, or development will be built. This is consistent with Ludwig AI's assessment of the phrase's correct and usable nature.
Frequent in
Science
50%
News & Media
30%
Academia
20%
Less common in
Formal & Business
0%
Wiki
0%
Reference
0%
Ludwig's WRAP-UP
In summary, the phrase "as a valid starting point" is a grammatically sound and usable expression for introducing a foundational element for further analysis or development. Ludwig AI confirms its correctness. While not overly common, it is suitable for various contexts, particularly in scientific, academic, and professional writing. The phrase signals the beginning of a process and suggests that subsequent actions will be built upon that specific base. When using this phrase, ensure that the validity of the "starting point" is evident to maintain credibility and clarity.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
as a legitimate foundation
Replaces "valid starting point" with "legitimate foundation", emphasizing the legitimacy of the base.
as a sound basis
Uses "sound basis" instead of "valid starting point", highlighting the reliability of the base.
as a reasonable premise
Substitutes "valid starting point" with "reasonable premise", focusing on the reasonableness of the assumption.
as an acceptable basis
Replaces "valid" with "acceptable", suggesting the base is satisfactory though not necessarily ideal.
as a preliminary step
Emphasizes the initial and preparatory nature of the starting point.
as an initial platform
Uses "initial platform" instead of "valid starting point", conveying the idea of a base for launching further actions.
as a beginning point
Simplifies the phrase to a more basic description of initiation.
as a kickoff point
Offers a more informal alternative emphasizing the beginning of an activity.
as a launchpad
Uses a metaphor to indicate a place from which something is launched or initiated.
as a springboard
Similar to "launchpad", this uses a metaphor to suggest a starting point that provides momentum for subsequent actions.
FAQs
How can I use "as a valid starting point" in a sentence?
You can use "as a valid starting point" to introduce an idea, model, or data set that serves as a foundation for further analysis or development. For instance, "While the data is limited, we can use it "as a valid starting point" for our initial projections".
What are some alternatives to "as a valid starting point"?
Alternatives include phrases like "as a sound basis", "as a reasonable premise", or "as a legitimate foundation". The best choice depends on the specific context and the nuance you wish to convey.
Which is more appropriate: "as a valid starting point" or "as a good starting point"?
"As a valid starting point" emphasizes the legitimacy and suitability of the base, whereas "as a good starting point" simply suggests that it is a helpful or useful beginning. "Valid" implies more rigor and justification than "good".
Is "as a valid starting point" formal or informal?
While not overly formal, "as a valid starting point" is generally suited for professional, academic, and news contexts. Simpler alternatives, such as "to begin with", may be more appropriate for informal settings.
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
87%
Authority and reliability
4.5/5
Expert rating
Real-world application tested