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"led approach" is correct and usable in written English
You can use it when referring to an approach, plan, or strategy that is driven or initiated by a particular individual or group. For example: "The team opted to take a more collaborative, led approach in order to achieve their objectives."
Similar(60)
"We're taking a needs-led approach," says Ann James, head of service for children in care and care leavers.
The country-led approach is the result of an evolving process of the evaluation function.
The reports feed into and fuel our intelligence-led approach to enforcement and result in inspections of labour providers.
Food campaigners appear persuaded by this new investor-led approach.
The police said it was their new intelligence-led approach.
[sic]" Yet this incongruous, peer-led approach has allowed Isis to reach beyond its usual channels.
We need to talk about an audience-led approach and not just flog pages.
We also remain committed to the principles of voluntarism and a community-led approach.
The benefits of using this community-led approach were evident from the outset.
I find myself wondering whether this is a side-effect of Wicks's personality-led approach.
A truly participant-led approach will require flexibility from your organisation and your donor.
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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