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The phrase "Based on our experience" is correct and usable in written English
You can use this phrase to talk about past experiences that you have had or a shared experience that you and other people have gone through together. For example: "Based on our experience, we know that it is important to start any large project with a detailed plan."
Exact(60)
"Based on our experience, Household is the worst of the large lenders in the market," she said.
"Based on our experience in other parts of government, this approach involves significant risks that need to be actively managed.
Based on our experience, we suggest the following for transvaginal hysterotomy approach to CSP management.
Based on our experience, we are able to choose a technique to solve our problem.
Based on our experience we also suggest a modified interactive software process model.
Based on our experience with Android, we don't see that danger mid-term.
Based on our experience with IRS procedures, the IRS administrative process to evaluate the refund claims will take some time.
Based on our experience, variance of macroscopic brain anatomy is very low across mice with the same genetic background.
Based on our experience, when compared with other approaches, the PSO is computationally inexpensive in terms of memory and speed.
Based on our experience, the alkenyl-imidazole or analog ligands may modify the Si QDs as well.
Based on our experience, we aim at advancing the levels of automation for semi-automated service creation techniques and tools.
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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