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"boost innovation" is a correct and usable phrase in written English.
You can use it to express the need for something to become more innovative. For example, "The company is looking for ways to boost innovation in their products."
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Stay secure and boost innovation.
In an attempt to boost innovation, she has created a new ministry for science and technology.
Public investment in research and development, for instance, could boost innovation and long-run growth.
When they want to boost innovation, leaders and policymakers typically focus on STEM education.
Toyota demonstrates how more-efficient supplier relationships can speed production and boost innovation.
The goals for both tend to be the same: to boost innovation and, ultimately, financial performance.
The coalition's reformers hoped they would boost innovation by allowing parents or community groups to start schools.
Officials want to encourage internet use because they hope it will help boost innovation and economic growth.
Spending on things like clean energy should boost innovation, which is good for the economy as a whole.
Giving people extra time and resources can boost innovation — but only if you match your "slack strategy" to employee type.
Diversity can boost innovation and employee engagement, and companies with greater gender and racial diversity financially outperform their peers.
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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