You can think of an engine being switched on. Somebody turns the key, the engine coughs, and the thing begins to run. Everything about this word lives in that first minute. A start-up is the company that has just been switched on: it is moving, but it has not gone anywhere yet. And start-up costs are what you had to pay before the key would even turn — the fuel, the parts, the licence. Both uses are about the same short, expensive, hopeful moment at the beginning.

可以想成一台引擎被發動的那一刻。有人轉下鑰匙,引擎咳了一聲,東西開始運轉。這個字的兩個用法,都活在那第一分鐘裡。a start-up 就是「剛被發動起來的那家公司」——已經在動了,但還沒跑到任何地方。start-up costs 則是「鑰匙還沒轉之前就得先付的錢」:油錢、零件、牌照。兩個用法講的都是開頭那段又花錢、又充滿期待的短短時間。

From the word’s history

Wiktionary records the noun as deverbal from the phrasal verb start up, which means to switch something on and get it running. The company sense is that image applied to a business.

Wiktionary 記錄這個名詞是直接從動詞片語 start up 變來的,而 start up 本來就是「把東西發動起來、讓它開始運轉」。把這個畫面套在一家公司上,就是 a start-up。

Wiktionary via kaikki, source_ref kaikki:3f6f69a190036ae4:1395940003:2375, etymology_text: Deverbal from start up.

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