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The phrase "as it invariably does" is correct and usable in written English.
You can use it to indicate that something happens consistently or predictably in a given context.
Example: "Every time the team faces a challenge, the tension rises, as it invariably does in high-stakes situations."
Alternatives: "as it always does" or "as is often the case".
Exact(9)
The Church of England will apologise, as it invariably does.
His candour drowned out circumspection, as it invariably does.
But when the road climbs, as it invariably does in every race, the Colombians stand out.
Luck of the draw helped, as it invariably does in Davis Cup.
The mezzo-soprano Susanne Mentzer was an affecting keening presence in the finale, and the orchestra played splendidly, as it invariably does for Mr. Vanska.
With politics and the 2012 election dominating — as it invariably does at this time in the cycle — the White House approach has been emboldened by Republican miscues, particularly the House-approved plan to transform Medicare.
Similar(51)
He drove through the town, gone quiet as it invariably did at this time.
Krzykowski recalled that, as a child, her sister had occasionally stood up to their father, whereas she had always tried to win his affection by impressing him; when this failed, as it invariably did, she retreated into herself.
There was my appearance in Julie Burchill's autobiography, cutting a dash at the Groucho Club in the early 90s: "You just knew that Tom was brilliant in bed because the minute the talk turned – as it invariably did – to matters of sport, Tom would yawn, down his vodkatini in one and say loudly, 'God!
In Pakistan it invariably does.
When I'm having a good time, as I invariably do in Venice, I'm happy to pay for it.
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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