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The phrase "adopt new technology" is correct and can be used in written English.
You can use it in a variety of contexts when referring to taking up or utilizing new technology. For example, "our business must be sure to adopt new technology in order to stay competitive in the market."
Exact(57)
In the eight years Mr. Klein served as chancellor of New York schools, he pushed educators to adopt new technology, often drawing accolades and controversy along the way.
Since better-educated farmers are found to be more likely to adopt new technology, human capital is a pre-condition for technology adoption and hence productivity growth.
I wish to inspire growers to adopt new technology.
"Businesses are always slow to adopt new technology - look at how slowly they're moving with Windows".
Every few years, the companies adopt new technology that expands their networks' capacity.
"We have embraced a strategy to adopt new technology and adapt to the changes it is creating.
The rest of us are running to keep up with the pace at which they adopt new technology.
Police are more likely to adopt new technology because another department has it than because of reasoned cost-benefit analysis.
Firms concentrate on what they're good at, adopt new technology, and deliver products and services more efficiently.
We also need to expand support for NIST's Manufacturing Extension Partnership program which helps small manufacturers adopt new technology.
Similar(1)
Focusing on a particular market to adopt new technology is much easier than focusing on a broad demographic.
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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