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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
based on our extensive experience
Grammar usage guide and real-world examplesUSAGE SUMMARY
The phrase "based on our extensive experience" is correct and usable in written English.
You can use it when you want to emphasize that your conclusions or recommendations are informed by a significant amount of knowledge or practice in a particular field. Example: "Based on our extensive experience in the industry, we recommend implementing these strategies to improve efficiency."
✓ 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
7 human-written examples
We include notes and discussion based on our extensive experience to help researchers understand the principles of 3C-based techniques and to avoid common pitfalls and mistakes.
Science
We did so based on our extensive experience and knowledge.
News & Media
In this paper, an integrated scheme for the monitoring and detection of low-frequency oscillations has been developed, based on our extensive experience in using Prony algorithm for oscillation analysis in practical WAMS projects.
In these reports we point out, based on our extensive experience in restructuring large and complex enterprises, that the key to virtually every successful private-sector restructuring is shared sacrifice -- by customers, creditors, management, employees and all other stakeholders.
News & Media
Extraction of dog DNA was performed as suggested by manufacturer's instructions except as noted based on our extensive experience with human saliva DNA.
Science
Based on our extensive experience with the test battery, we expect to obtain factor scores for four separate domains. 1 23–25 The separate factor scores of each testing time will be averaged to obtain an overall score for each test period, and postoperative change in cognitive function will then be quantified as the difference between the preoperative and postoperative overall scores.
Science
Human-verified similar examples from authoritative sources
Similar Expressions
53 human-written examples
Based on our extensive research experience on developing NanoVelcro-embedded CTC assays, we introduced the Thermoresponsive NanoVelcro CTC purification system capable of purifying CTCs from NSCLC patients.
Science
The prednisolone dose was chosen based on our extensive pre-clinical experience with this drug in the mdx mouse model.
Science
"Drawing on our extensive experience we are able to provide our clients with the top-quality service they demand.
News & Media
Based on our own extensive experience in moving from laboratory notebooks (LN) to eLN, we try to answer the following questions: What does it afford you, what does it require, and how should you go about implementing it?
Science
Based on our own extensive experience in developing and using such models, we have developed FAME: the Flux Analysis and Modeling Environment, a "one stop shop" that addresses these issues.
Science
Expert writing Tips
Best practice
Use the phrase "based on our extensive experience" to add credibility and authority to your statements, demonstrating that your conclusions are informed by significant practical knowledge.
Common error
Avoid using "based on our extensive experience" without providing any specific examples or details to support the claim. This can make your statement seem vague and less convincing.
Source & Trust
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested
Linguistic Context
The phrase "based on our extensive experience" functions as an introductory element, often used to preface a statement, recommendation, or conclusion. It serves to establish the credibility and authority of the speaker or writer, indicating that their assertion is informed by a significant amount of practical knowledge and expertise. As Ludwig AI highlights, it is a correct and usable phrase.
Frequent in
Science
41%
News & Media
29%
Formal & Business
12%
Less common in
Wiki
12%
Academia
4%
Reference
0%
Ludwig's WRAP-UP
The phrase "based on our extensive experience" is a grammatically correct and frequently employed introductory phrase used to add credibility to a statement. As Ludwig AI indicates, the phrase is usable and correct. Predominantly found in science, news, and formal business contexts, it aims to persuade by highlighting the speaker's or writer's expertise. While many alternatives exist to express similar meanings, they vary in their specific emphasis. When using this phrase, ensure you can substantiate the claim of "extensive experience" with specific details to avoid undermining your credibility. It is common, but not very common, suggesting that it is a useful phrase to keep in one's toolbox.
More alternative expressions(6)
Phrases that express similar concepts, ordered by semantic similarity:
drawing upon our considerable background
Replaces "based on" with "drawing upon" and "extensive experience" with "considerable background", focusing on the foundation of knowledge.
relying on our vast expertise
Substitutes "based on" with "relying on" and "extensive experience" with "vast expertise", highlighting the dependence on specialized skill.
informed by our substantial history
Uses "informed by" instead of "based on" and "substantial history" for "extensive experience", emphasizing the historical perspective.
given our deep involvement
Replaces "experience" with "involvement", shifting the focus to active participation over time.
considering our broad exposure
Uses "exposure" instead of "experience", emphasizing a wide range of encounters and situations.
taking into account our considerable track record
Replaces "experience" with "track record", highlighting past achievements and performance.
leveraging our proven capabilities
Substitutes "experience" with "capabilities", emphasizing the abilities developed over time.
deriving from our long-standing practice
Changes "based on" to "deriving from" and uses "long-standing practice" instead of "extensive experience", focusing on sustained activity.
stemming from our accumulated knowledge
Replaces "based on" with "stemming from" and emphasizes the gathered knowledge.
informed by our collective insight
Uses "collective insight" to highlight the shared understanding developed through experience.
FAQs
How can I use "based on our extensive experience" in a sentence?
You can use "based on our extensive experience" to introduce recommendations, analyses, or conclusions that are supported by your team's or your own deep knowledge and practical understanding of a particular subject. For example, "Based on our extensive experience, we recommend implementing a new marketing strategy."
What are some alternatives to "based on our extensive experience"?
Alternatives include "drawing upon our considerable background", "relying on our vast expertise", or "informed by our substantial history". The best choice depends on the specific context and the nuance you want to convey.
When is it appropriate to use "based on our extensive experience" in writing?
It is appropriate when you want to emphasize that your insights or recommendations are grounded in a significant amount of practical knowledge and expertise, enhancing the credibility of your statements.
What's the difference between "based on our experience" and "based on our extensive experience"?
The addition of "extensive" emphasizes a greater depth and breadth of knowledge and practical application. While "based on our experience" indicates some level of familiarity, "based on our extensive experience" suggests a substantial and comprehensive understanding.
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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
82%
Authority and reliability
4.5/5
Expert rating
Real-world application tested